An Adaptive Meeting Scheduling Agent, J. William Murdock and Ashok K. Goel. Proceedings of the First Asia-Pacific Conference on Intelligent Agent Technology (IAT'99), Hong Kong, December 15-17, 1999. ftp://ftp.cc.gatech.edu/pub/groups/ai/goel/murdock/iat99.ps

Towards Adaptive Web Agents, J. William Murdock and Ashok K. Goel. Proceedings of the Fourteenth IEEE International Conference on Automated Software Engineering (ASE'99), Cocoa Beach, FL, October 12-15, 1999. ftp://ftp.cc.gatech.edu/pub/groups/ai/goel/murdock/ase99.ps

Introspective Multistrategy Learning: On the Construction of Learning Strategies, Michael T. Cox. Ashwin Ram. Artificial Intelligence, 112:1-55, 1999, in press. http://www.cs.cmu.edu/~mcox/Html-papers/Thesis/iml-journal.ps.gz

PML: Representing Procedural Domains for Multimedia Presentations, Ashwin Ram, Richard Catrambone, Mark J. Guzdial, Colleen M. Kehoe, D. Scott McCrickard, John T. Stasko. To appear in IEEE Multimedia, 1999. Also available as Technical Report GIT-GVU-98-20, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1998. http://www.cc.gatech.edu/faculty/ashwin/papers/git-gvu-98-20/ http://www.cc.gatech.edu/faculty/ashwin/papers/git-gvu-98-20.pdf ftp://ftp.cc.gatech.edu/pub/gvu/tr/1998/98-20.ps.Z A central issue in the development of multimedia systems is the.

Integrating Robotic Technologies with JavaBots, Tucker Balch, Ashwin Ram. AAAI Spring Symposium. http://www.cc.gatech.edu/faculty/ashwin/papers/er-98-01.ps.Z

Needles in a Haystack: Plan Recognition in Large Spatial Domains Involving Multiple Agents, Mark Devaney, Ashwin Ram. National Conference on Artificial Intelligence (AAAI-98), Madison, Wisconsin, 1998. http://www.cc.gatech.edu/faculty/ashwin/papers/er-98-03.ps.Z While plan recognition research has been applied to a wide variety of.

Method Specific Knowledge Compilation: Towards Practical Design Support Systems, J. William Murdock, Ashok K. Goel, M. Jeff Donahoo, and Sham Navathe. Proceedings of the Fifth International Conference on Artificial Intelligence and Design (AID'98), Lisbon, Portugal, July 20-23, 1998. ftp://ftp.cc.gatech.edu/pub/ai/goel/murdock/aid98.ps

Experiments with Reinforcement Learning in Problems with Continuous State and Action Spaces, Juan C. Santamaria. Richard C. Sutton. Ashwin Ram. Adaptive Behavior, 6(2):163-217, 1998. http://www.cc.gatech.edu/faculty/ashwin/papers/er-98-02.ps.Z

Cognitive Media and Hypermedia Learning Environment Design: A GOMS Model Analysis, Terry Shikano, Mimi Recker, Ashwin Ram. International Journal of Artificial Intelligence and Education, in press. http://www.vuw.ac.nz/~mimi/papers/recker.jaied.html

Computional Models of Reading and Understanding, Ashwin Ram, Kenneth Moorman (eds.). Forthcoming from MIT Press. http://www.cc.gatech.edu/faculty/ashwin/cmru/

From Data to Knowledge: Method Specific Transformations, M. Jeff Donahoo, J. William Murdock, Ashok K. Goel, Sham Navathe, and Edward Omiecinski. Proccedings of the 1997 International Symposium Symposium of Methodologies for Intelligent Systems.. ftp://ftp.cc.gatech.edu/pub/groups/ai/goel/murdock/ismis97.ps

Functional Explanations in Design, Andres Gomez de Silva Garza, Nathalie Grue, J. William Murdock, Margaret M. Recker. To appear in IJCAI-97 Workshop on Modeling and Reasoning. ftp://ftp.cc.gatech.edu/pub/ai/goel/murdock/ijcai97fr.ps

Learning Adaptive Reactive Agents, Juan Carlos Santamaria. PhD Thesis, Technical Report GIT-CC-97/08, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-97-08.ps.Z

Learning Adaptive Reactive Controllers, Juan Carlos Santamaria, Ashwin Ram. Technical Report GIT-CC-97/05, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-97-05.ps.Z

Continuous Case-Based Reasoning, Ashwin Ram, Juan Carlos Santamaria. Artificial Intelligence, (90)1-2:25--77, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-06.ps.Z

Design, Analogy, and Creativity, Ashok K. Goel. To appear in IEEE Expert Special Issue on AI in Design. ftp://ftp.cc.gatech.edu/pub/groups/ai/goel/ieeexpert97.ps

Kritik: An Early Case-Based Design System, A. Goel, S. Bhatta, E. Stroulia. Mary Lou Maher, Pearl Pu (eds.) Issues and Applications of Case-Based Reasoning to Design. Lawrence Erlbaum associates, 1997.. ftp://ftp.cc.gatech.edu/pub/ai/goel/kritik.ps

Situation Development in a Complex Real-World Domain, Mark Devaney and Ashwin Ram . ICML-97 Workshop on Machine Learning Applications in the Real World, Nashville, TN, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-05.ps.Z

Towards Design Learning Environments - I: Exploring How Devices Work , Ashok K. Goel, Andres Gomez de Silva Garza, Nathalie Grue, J. William Murdock, Margaret M. Recker, T. Govindaraj . Third International Conference on Intelligent Tutoring Systems, Universite de Montreal, June 1996. ftp://ftp.cc.gatech.edu/pub/groups/ai/goel/murdock/its96.ps

The Role of Student Tasks in Accessing Cognitive Media Types, M. Byrne, M. Guzdial, P. Ram, R. Catrambone, A. Ram, J. Stasko, G. Shippey, F. Albrecht. Second International Conference on the Learning Sciences, Evanson, IL, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-03.ps.Z

The Role of Ontology in Creative Understanding, Kenneth Moorman, Ashwin Ram. Eighteenth Annual Conference of the Cognitive Science Society, San Diego, CA, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-01.ps.Z

Introspective multistrategy learning: Constructing a learning strategy under reasoning failure, Michael T. Cox. PhD Thesis, Technical Report GIT-CC-96/06, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-96-06.html

Explanatory Interface in Interactive Design Environments, Ashok K. Goel, Andres Gomez de Silva Garza, Nathalie Grue, J. William Murdock, Margaret M. Recker, and T. Govindaraj. Fourth International Conference on AI in Design, Stanford University, June 1996. ftp://ftp.cc.gatech.edu/pub/groups/ai/goel/murdock/aid96.ps

Evaluating the Structural Organization of a Hypermedia Learning Environment using GOMS Model Analysis, Terry Shikano, Mimi Recker, Ashwin Ram. World Conference on Educational Multimedia and Hypermedia, Boston, MA, June 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-04.rtf.Z

Multi-Plan Retrieval and Adaptation in an Experience-Based Agent, Ashwin Ram, Anthony G. Francis, Jr.. In Case-Based Reasoning: Experiences, Lessons, and Future Directions, D.B. Leake, editor, AAAI Press, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-06.ps.Z

Exploring Interface Options in Multimedia Educational Environments, G. Shippey, A. Ram, F. Albrecht, J. Roberts, M. Guzdial, R. Catrambone, M. Byrne, J. Stasko. Second International Conference on the Learning Sciences, Evanson, IL, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-02.ps.Z

Systematic Evaluation of Design Decisions in Case-Based Reasoning Systems, Juan Carlos Santamaria, Ashwin Ram. In Case-Based Reasoning: Experiences, Lessons, and Future Directions, D.B. Leake, editor, AAAI Press, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-05.ps.Z

Dynamically Adjusting Concepts to Accommodate Changing Contexts, Mark Devaney, Ashwin Ram . ICML-96 Workshop on Learning in Context Sensitive Domains, Bari, Italy, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-07.ps.Z

Creative Conceptual Change, Ashwin Ram, Kenneth Moorman, Juan Carlos Santamaria. Technical Report GIT-CC-96/07, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1996. A shorter version appears in the Fifteenth Annual Conference of the Cognitive Science Society, 17-26, Boulder, CO, June 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-96-07.ps.Z

Interacting Learning-Goals: Treating Learning as a Planning Task, Michael T. Cox, Ashwin Ram. In J.-P. Haton, M. Keane, & M. Manago (eds.), Advances in Case-Based Reasoning (Lecture Notes in Artificial Intelligence), 60-74, Springer-Verlag, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-09.ps.Z

A Comparative Utility Analysis of Case-Based Reasoning and Control-Rule Learning Systems, Anthony Francis, Ashwin Ram. Eighth European Conference on Machine Learning (ECML-95), Crete, Greece, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-02.ps.Z

Structuring On-The-Job Troubleshooting Performance to Aid Learning, Brian Minsk, Harinarayanan Balakrishnan, Ashwin Ram. World Conference on Engineering Education, Minneapolis, MN, October 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-06.ps.Z

Learning as Goal-Driven Inference, Ryszard Michalski, Ashwin Ram. In A. Ram & D. Leake (eds.), Goal-Driven Learning, chapter 21, MIT Press/Bradford Books, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-05.ps.Z

Some Experimental Results in Multistrategy Navigation Planning, Ashok K. Goel, Khaled S. Ali, and Eleni Stroulia. GIT-CC-95-51. ftp://ftp.cc.gatech.edu/pub/tech_reports/1995/GIT-CC-95-51.ps.Z

Goal-Driven Learning (Chapter 1: Learning, Goals, and Learning Goals), Ashwin Ram, David Leake. MIT Press/Bradford Books, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-03.ps.Z

Structred Light Systems for Dent Recognition: Lessons Learned, Juan Carlos Santamaria, Ronald C. Arkin. SPIE Photonics East 95 - Mobile Robots X, Philadelphia, Pennsylvania, October 1995. ftp://ftp.cc.gatech.edu/pub/ai/students/carlos/papers/er-95-02.ps.Z

Goal-Driven Learning in Multistrategy Reasoning and Learning Systems, Ashwin Ram, Michael T. Cox, S. Narayanan. In A. Ram & D. Leake (eds.), Goal-Driven Learning, chapter 18, MIT Press/Bradford Books, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-04.ps.Z

Functional Representation and Reasoning in Reflective Systems., E. Stroulia and A. Goel. Applied Artificial Intelligence: An International Journal, Special Issue on Functional Reasoning, Vol. 9, No. 1, pp. 101-124. mailto:goel@cc.gatech.edu

Cognitive Media Types for Multimedia Information Access, Mimi Recker, Ashwin Ram, Terry Shikano, George Li, John Stasko. Journal of Educational Multimedia and Hypermedia, 4(2/3):185-210, 1995.. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-07.ps.Z http://www.comp.vuw.ac.nz/~mimi/succeed/index.html

Goal-Driven Learning, Ashwin Ram, David Leake (eds.). MIT Press/Bradford Books, 1995. http://www.cc.gatech.edu/faculty/ashwin/gdl/

Opportunistic Reasoning: A Design Perspective , Marin D. Simina, Janet L. Kolodner. Seventeenth Annual Conference of the Cognitive Science Society, Pittsburgh, PA, 1995. mailto:jlk@cc.gatech.edu

Model-Based Echolocation of Environmental Objects, Juan Carlos Santamaria, Ronald C. Arkin. IEEE International Conference on Intelligent Robots and Systems, Munich, Germany, October 1994. ftp://ftp.cc.gatech.edu/pub/ai/students/carlos/papers/er-95-01.ps.Z

Multimedia Information Access in Support of Knowledge Construction, Mimi Recker, Ashwin Ram, George Li, Terry Shikano, John Stasko. Annual Meeting of the American Educational Research Association, San Franciso, 1995 (extended abstract). http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-01.txt.Z

Analogical Design: A Model-Based Approach, Bhatta, S., Goel, A. and Prabhakar, S. . AID-94: In Proc. of the Third International Conference on AI in Design, Aug. 1994, Lausanne, Switzerland. ftp://ftp.cc.gatech.edu/pub/ai/students/bhatta/imba-aid94.ps

Discovery of Physical Principles from Design Experiences, S. Bhatta and A. Goel. In a special issue on ``Machine Learning in Design'' of the International Journal of AI EDAM (AI for Engineering Design, Analysis, and Manufacturing), 8(2), Spring. ftp:://ftp.cc.gatech.edu/pub/ai/students/bhatta/dp-aiedam94.ps

Systematic Evaluation of Design Decisions in Case-Based Reasoning Systems (old), Juan Carlos Santamaria, Ashwin Ram. AAAI Workshop on Case-Based Reasoning, Seattle, WA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-05.ps.Z

Understanding the Creative Mind, Ashwin Ram, Linda Wills, Eric Domeshek, Nancy Nersessian, Janet Kolodner. Artificial Intelligence journal, 79(1):111-128, 1995. ftp://ftp.cc.gatech.edu/pub/ai/ram/git-cc-94-13.ps.Z

Choosing Learning Strategies to Achieve Learning Goals, Michael T. Cox, Ashwin Ram. AAAI Spring Symposium on Goal-Driven Learning, 12-21, Stanford, CA, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-03.ps.Z

Failure-Driven Learning as Input Bias, Michael T. Cox, Ashwin Ram. Sixteenth Annual Conference of the Cognitive Science Society, Atlanta, GA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-09.ps.Z

Cognitive Media Types as Indices for Hypermedia Learning Environments, Mimi Recker, Ashwin Ram. AAAI Workshop on Indexing and Reuse in Multimedia Systems, Seattle, WA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-07.ps.Z

A Framework for Goal-Driven Learning, Ashwin Ram, David Leake. AAAI Spring Symposium on Goal-Driven Learning, Stanford, CA, 1994. Full version in A. Ram & D. Leake, editors, Goal-Driven Learning,. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-02.ps.Z

KA: Integrating natural language understanding with design problem solving, Kavi Mahesh, Justin Peterson, Ashok Goel, Kurt P. Eiselt. In Working Notes from the AAAI Spring Symposium on Active NLP: Natural Language Understanding in Integrated Systems. ftp://ftp.cc.gatech.edu/pub/ai/eiselt/er-km-94-01.ps.Z

A Model of Creative Understanding, Kenneth Moorman, Ashwin Ram. Twelvth National Conference on Artificial Intelligence (AAAI-94), Seattle, WA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-04.ps.Z

A Comparative Utility Analysis of Case-Based Reasoning and Control-Rule Learning Systems (old), Anthony Francis, Ashwin Ram. AAAI Workshop on Case-Based Reasoning, Seattle, WA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-06.ps.Z

Foundations of Foundations of Artificial Intelligence, Ashwin Ram, Eric Jones. Philosophical Psychology, 8(2):193-199, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-08.ps.Z http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-08.html

Using Genetic Algorithms to Learn Reactive Control Parameters for Autonomous Robotic Navigation, Ashwin Ram, Ronald Arkin, Gary Boone, Michael Pearce. Adaptive Behavior, 2(3):277-305, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-01.ps.Z

Managing Learning Goals in Strategy Selection Problems, Michael T. Cox, Ashwin Ram. Second European Workshop on Case-Based Reasoning, Chantilly, France, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-11.ps.Z

From Design Experiences to Generic Mechanisms: Model-Based Learning in Analogical Design, S. Bhatta and A. Goel. In Proceedings of the AID-94 workshop on Machine Learning in Design, Aug. 1994, Lausanne, Switzerland. ftp://ftp.cc.gatech.edu/pub/ai/students/bhatta/detogm-mld94.ps

A Functional Theory of Creative Reading, Kenneth Moorman, Ashwin Ram. The Psycgrad Journal. Technical Report GIT-CC-94/01, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-94-01.ps.Z

Learning Problem-Solving Concepts by Reflecting on Problem Solving, E. Stroulia and A. Goel. Proc. 1994 European Conference on Machine Learning, Catania, Italy, April 1994, pp. 287-306, Available as Lecture Notes in Artificial Intelligence 784 - Machine Learning, F. Bergadano and L. De Raedt (editors), Berlin: Springer-Verlag, 1994. ftp://ftp.cc.gatech.edu/pub/ai/goel/eleni/ecml.ps

Integrating Creativity and Reading: A Functional Approach, Kenneth Moorman, Ashwin Ram. Sixteenth Annual Conference of the Cognitive Science Society, Atlanta, GA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-10.ps.Z

Continuous Case-Based Reasoning (short version), Ashwin Ram, Juan Carlos Santamaria. AAAI Workshop on Case-Based Reasoning, 86-93, Washington DC, July 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-05.ps.Z

A Multistrategy Case-Based and Reinforcement Learning Approach to Self-Improving Reactive Control Systems for Autonomous Robotic Navigation, Ashwin Ram, Juan Carlos Santamaria. Second International Workshop on Multistrategy Learning, Harpers Ferry, WV, May 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-03.ps.Z

A Theory of Interaction and Independence in Sentence Understanding, Kavi Mahesh. College of Computing Technical Report, PhD Thesis Proposal.. ftp://ftp.cc.gatech.edu/pub/tech_reports/1993/GIT-CC-93-34.ps.Z

Case-Based Reasoning, Janet L. Kolodner. Morgan Kaufmann Publishers, 1993. mailto:jlk@cc.gatech.edu

AQUA: Questions that Drive the Explanation Process, Ashwin Ram. Inside Case-Based Explanation, R.C. Schank, A. Kass, and C.K. Riesbeck (eds.), 207-261, Lawrence Erlbaum, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-93-47.ps.Z

Learning to Troubleshoot: Multistrategy Learning of Diagnostic Knowledge for a Real-World Problem Solving Task, Ashwin Ram, S. Narayanan, Michael T. Cox. Cognitive Science journal, 19(3):289-340, 1995. Technical Report GIT-CC-93/67, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-93-67.ps.Z

Model-Based Learning of Structural Indices to Design Cases, S. Bhatta and A. Goel. In Proc. of IJCAI-93 workshop on ``Reuse of Designs: An Interdisciplinary Cognitive Approach''. ftp://ftp.cc.gatech.edu/pub/ai/students/bhatta/mblsi-ijcai93-ws.ps

The Utility Problem in Case-Based Reasoning, Anthony G. Francis, Jr., Ashwin Ram. Abstracted in the AAAI-93 Workshop on Case-Based Reasoning, Washington, DC, July 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-08.ps.Z

A New Perspective on Story Understanding, Kenneth Moorman, Ashwin Ram. Thirty-First Southeast ACM Conference, Birmingham, AL, April 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-02.ps.Z Subsumed by http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-10.ps.Z.

Creative Conceptual Change (short version), Ashwin Ram. Fifteenth Annual Conference of the Cognitive Science Society, 17-26, Boulder, CO, June 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-04.ps.Z

Having Your Cake and Eating It Too: Autonomy and Interaction in a Model of Sentence Processing, Kurt P. Eiselt, Kavi Mahesh, Jennifer K. Holbrook. AAAI-93: Proceedings of the Eleventh National Conference on Artificial Intelligence. ftp://ftp.cc.gatech.edu/pub/ai/eiselt/er-km-93-01.ps.Z

Learning Generic Mechanisms from Experiences for Analogical Reasoning, Bhatta, S. and Goel, A. . In Proceedings of the Fifteenth Annual Conference of the Cognitive Science Society. ftp://ftp.cc.gatech.edu/pub/ai/students/bhatta/lgm-cogsci93.ps

Multistrategy Learning in Reactive Control Systems for Autonomous Robotic Navigation, Ashwin Ram, Juan Carlos Santamaria. Informatica, 17(4):347-369, 1993 . http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-09.ps.Z

Goal-Driven Learning: Fundamental Issues and Symposium Report, David Leake, Ashwin Ram. AI Magazine, 14(4):67-72, Winter 1993. Technical Report #85, Cognitive Science Program, Indiana University, Bloomington, IN, 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-01.ps.Z

Computational Models of the Utility Problem and their Application to Utility Analysis of Case-Based Reasoning, Anthony G. Francis, Jr., Ashwin Ram. ML-93 Workshop on Knowledge Compilation and Speedup Learning, Amherst, MA, June 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-06.ps.Z

Knowledge Compilation and Speedup Learning in Continuous Task Domains, Juan Carlos Santamaria, Ashwin Ram. ML-93 Workshop on Knowledge Compilation and Speedup Learning, Amherst, MA, June 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-07.ps.Z

Learning to Troubleshoot in Electronics Assembly Manufacturing, S. Narayanan, Ashwin Ram. Machine learning: Ninth International Conference, Workshop on Integrated Learning in Real-world Domains, Aberdeen, Scotland, July 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-05.ps.Z

Use of Mental Models for Constraining Index Learning in Experience-Based Design, S. Bhatta and A. Goel. In Proc. of AAAI-92 workshop on ``Constraining Learning with Prior Knowledge''. ftp://ftp.cc.gatech.edu/pub/ai/students/bhatta/umil-aaai92-ws.ps

The Use of Explicit Goals for Knowledge to Guide Inference and Learning, Ashwin Ram, Lawrence Hunter. Journal of Applied Intelligence, 2(1):47-73, 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-92-04.ps.Z

Knowledge-Based Diagnostic Problem Solving and Learning in the Test Area of Electronics Assembly Manufacturing, S. Narayanan, Ashwin Ram, Sally M. Cohen, Christine M. Mitchell, T. Govindraj. SPIE Symposium on Applications of AI X: Knowledge-Based Systems, Orlando, FL, April 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-01.ps.Z

Natural Language Understanding for Information-Filtering Systems, Ashwin Ram. Communications of the ACM, 35(12):80-81, December 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-08.ps.Z

Multistrategy Learning with Introspective Meta-Explanations, Michael T. Cox. Ashwin Ram. Machine Learning: Ninth International Conference, Aberdeen, Scotland, July 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-03.ps.Z

The Learning of Reactive Control Parameters through Genetic Algorithms, Michael Pearce, Ronald C. Arkin, Ashwin Ram. IEEE/RSJ International Conference on Intelligent Robots and Systems, 130-137, Raleigh, NC, 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-02.ps.Z

Indexing, Elaboration and Refinement: Incremental Learning of Explanatory Cases, Ashwin Ram. Machine Learning, 10:201-248, 1993.. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-92-03.ps.Z

A Case-Based Approach to Reactive Control for Autonomous Robots, Kenneth Moorman, Ashwin Ram. AAAI Fall Symposium on AI for Real-World Autonomous Robots, Cambridge, MA, October 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-07.ps.Z

AskJef: Integrating Case-Based and Multimedia Technologies for Interface Design Advising, John Barber, Sambasiva Bhatta, Ashok Goel, Mark Jacobson, Michael Pearce, Louise Penberthy, Murali Shankar, Robert Simpson and Eleni Stroulia. Proc. Second International Conference on Artificial Intelligence in Design, Pittsburgh, June 1992, pp. 457-476. ftp://ftp.cc.gatech.edu/pub/ai/goel/eleni/aid-askjef-new.ps

Introspective Reasoning using Meta-Explanations for Multistrategy Learning, Ashwin Ram, Michael T. Cox. Machine Learning: A Multistrategy Approach, Vol. IV, R.S. Michalski and G. Tecuci (eds.), 349-377, Morgan Kaufmann, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-92-19.ps.Z

A Theory of Questions and Question Asking, Ashwin Ram. The Journal of the Learning Sciences, 1(3&4):273-318, 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-92-02.ps.Z

Case-Based Reactive Navigation: A Case-Based Method for On-Line Selection and Adaptation of Reactive Control Parameters in Autonomous Robotic Systems, Ashwin Ram, Ronald C. Arkin, Kenneth Moorman, Russell J. Clark. IEEE Transactions on Systems, Man, and Cybernetics, 27B(3), 1997. Technical Report GIT-CC-92/57, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-92-57.ps.Z

A Unified Process Model of Syntactic and Semantic Error Recovery in Sentence Understanding, Jennifer K. Holbrook, Kurt P. Eiselt, Kavi Mahesh. Cogsci-92: In Proceedings of the Fourteenth Annual Conference of the Cognitive Science Society. ftp://ftp.cc.gatech.edu/pub/ai/eiselt/er-km-92-01.ps.Z

An Architecture for Integrated Introspective Learning, Ashwin Ram, Michael T. Cox, S. Narayanan. Machine Learning: Ninth International Conference, Workshop on Computational Architectures, Aberdeen, Scotland, July 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-04.ps.Z

A Model-Based Approach to Analogical Reasoning and Learning in Design, S. Bhatta. College of Computing Technical Report, Georgia Institute of Technology (PhD thesis proposal). ftp://ftp.cc.gatech.edu/pub/tech_reports/1992/GIT-CC-92-60.ps.Z

A Model-Based Approach to Blame Assignment in Design, E. Stroulia, M. Shankar, A. Goel, and L. Penberthy. Proceedings of AID'92. ftp://ftp.cc.gatech.edu/pub/ai/goel/eleni/aid-ba-new.ps

An Explicit Representation of Forgetting, Michael T. Cox, Ashwin Ram. Sixth International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, August, 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-06.ps.Z

Generic Teleological Mechanisms and their Use in Case Adaptation, E. Stroulia and A. Goel. Proceedings of CogSci'92. ftp://ftp.cc.gatech.edu/pub/ai/goel/eleni/cogsci92.ps

Using Introspective Reasoning to Select Learning Strategies, Michael Cox, Ashwin Ram. First International Workshop on Multistrategy Learning, 217-230, Harpers Ferry, WV, November 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/er-91-04.ps.Z

A Goal-based Approach to Intelligent Information Retrieval, Ashwin Ram, Lawrence Hunter. Machine Learning: Eighth International Workshop, Chicago, IL, June 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/er-91-02.ps.Z

Interest-based Information Filtering and Extraction in Natural Language Understanding Systems, Ashwin Ram. Bellcore Workshop on High-Performance Information Filtering, Morristown, NJ, November 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/er-91-05.ps.Z

Knowledge Compilation: A Symposium, Ashok Goel, Tom Bylander, B. Chandrasekaran, Thomas Dietterich, Richard Keller, and Chris Tong. IEEE Expert, 6(2):71-93, April 1991. mailto:goel@cc.gatech.edu

Learning Indices for Schema Selection, Sambasiva Bhatta, Ashwin Ram. Florida Artificial Intelligence Research Symposium, 226-231, Cocoa Beach, FL, April 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/er-91-01.ps.Z

Learning Momentum: On-line Performance Enhancement for Reactive Systems, Russell J. Clark, Ronald C. Arkin, Ashwin Ram. IEEE International Conference on Robotics and Automation, 111-116, Nice, France, May 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-91-37.ps.Z

Evaluation of Explanatory Hypotheses, Ashwin Ram, David Leake. Thirteenth Annual Conference of the Cognitive Science Society, 867-871, Chicago, IL, August 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/er-91-03.ps.Z

Incremental Learning of Explanation Patterns and their Indices, Ashwin Ram. Seventh International Conference on Machine Learning, 313-320, Austin, TX, June 1990. http://www.cc.gatech.edu/faculty/ashwin/papers/er-90-01.ps.Z

Knowledge Goals: A Theory of Interestingness, Ashwin Ram. Twelvth Annual Conference of the Cognitive Science Society, 206-214, Cambridge, MA, July 1990. http://www.cc.gatech.edu/faculty/ashwin/papers/er-90-02.ps.Z

Decision Models: A Theory of Volitional Explanation, Ashwin Ram. Twelvth Annual Conference of the Cognitive Science Society, Cambridge, MA, July 1990. http://www.cc.gatech.edu/faculty/ashwin/papers/er-90-03.ps.Z

Mental Models, Natural Language, and Knowledge Acquisition, Ashok Goel and Kurt Eiselt. ACM SIGART, Special Issue on Integrated Cognitive Architectures, 2(4): 75:78, August 1991. mailto:goel@cc.gatech.edu

Functional Representation of Designs and Redesign Problem Solving, Ashok Goel and B. Chandrasekaran. Proc. Eleventh International Joint Conference on Artificial Intelligence (IJCAI-89),Detroit, Michigan, August, 1989, pp. 1388-1394, Los Altos,California: Morgan Kaufmann Publishers. mailto:goel@cc.gatech.edu

Functional Representation as a Basis for Design Rationale., B. Chandrasekaran, Ashok Goel and Yumi Iwasaki. . IEEE Computer, 26(1):48-56, January 1993. mailto:goel@cc.gatech.edu

Meta-Cases: Explaining Case-Based Reasoning, Ashok Goel and J. William Murdock. Proc. 3rd European Workshop on Case-Based Reasoning, November 1996. ftp://ftp.cc.gatech.edu/pub/ai/goel/murdock/ewcbr96.ps

Functional Reasoning for Design and Diagnosis. , Jon Sticklen, Ashok Goel, B. Chandrasekaran, and William Bond. Proc. Second International Workshop on Model-Based Diagnosis, Paris, France, July 1989, Los Altos, CA: Morgan Kaufmann. mailto:goel@cc.gatech.edu

Functional Reasoning about Devices with Fields and Cycles, Ashok Goel, Eleni Stroulia and Kai Yeung Luk. Proc. AAAI-94 Workshop on Representation and Reasoning about Function, Seattle, Washington, July 1994. mailto:goel@cc.gatech.edu

Functional Models and Model-Based Diagnosis in Adaptive Design, Ashok Goel and Eleni Stroulia. To appear in Artificial Intelligence for Engineering Design,Analysis and Manufacturing, Special Issue on Functional Representation and Reasoning, 1996. mailto:goel@cc.gatech.edu

Model-Based Discovery of Physical Principles from Design Experiences, Sambasiva Bhatta and Ashok Goel. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, Special Issue on Machine Learning in Design, 8(2):113-123, May 1994. mailto:goel@cc.gatech.edu

From Numbers to Symbols to Knowledge Structures: Artificial Intelligence Perspectives on the Classification Task, B. Chandrasekaran and Ashok Goel. IEEE Transactions on Systems, Man, and Cybernetics, 18(3):415-424, May/June, 1988. mailto:goel@cc.gatech.edu

From Models to Cases: where do cases come from and what happens when a case is not available? , Ashok Goel, Andres Gomez, Todd Callantine, Michael Donnellan, and Juan Santamaria. Proc. Fifteenth Annual Conference of the Cognitive Science Society, Boulder, Colorado, July 1993, pp. 474-480, Hillsdale, NJ: Lawrence Erlbaum. mailto:goel@cc.gatech.edu

Model-Based Indexing and Index Learning in Analogical Design, Sambasiva Bhatta and Ashok Goel. Proc. 1995 Seventeenth Annual Conference of the Cognitive Science Society, Pittsburgh, July 22-25, 1995, NJ, Hillsdale: Erlbaum. mailto:goel@cc.gatech.edu

From Design Cases to Generic Mechanisms, Sambasiva Bhatta and Ashok Goel. To appear in Artificial Intelligence in Engineering Design,Analysis and Manufacturing, Special Issue on Machine Learning, Vol. 10, in press.. mailto:goel@cc.gatech.edu

Model-Based Indexing and Index Learning in Case-Based Design, Sambasiva Bhatta and Ashok Goel. To appear in International Journal of Engineering Applications of Artificial Intelligence,special issue on Machine Learning in Engineering. mailto:goel@cc.gatech.edu

Model Revision: A Theory of Incremental Model Learning, Ashok Goel. Proc. Eighth International Conference on Machine Learning, Chicago, June 1991, pp. 605-609, Los Altos, CA: Morgan Kaufmann. mailto:goel@cc.gatech.edu

Modeling Foreign Policy Decision Making as Knowledge-Based Reasoning, Donald Sylvan, Ashok Goel, and B. Chandrasekaran. Artificial Intelligence and International Politics, pp.245-273, V. Hudson (editor), Boulder, Colorado: Westview Press, 1991. mailto:goel@cc.gatech.edu

Multistrategy Adaptive Navigational Path Planning, Ashok Goel, Khaled Ali, Michael Donnellan, Andres Gomez and Todd Callantine. IEEE Expert, 9(6):57-65, December 1994. mailto:goel@cc.gatech.edu

Multistrategy Language Understanding for Device Comrehension, Ashok Goel, Kavi Mahesh, Justin Peterson and Kurt Eiselt. Proc. 1996 Cognitive Science Conference, San Diego, July 1996.. mailto:goel@cc.gatech.edu

Narrow Aisle Mobile Robot Navigation in Hazardous Environments, Thomas Collins, Andrew Henshaw, Ronald C. Arkin, William Wester. ftp://ftp.cc.gatech.edu/pub/people/arkin/web-papers/ans.ps.Z

Manufacturing Diagnosis and Control: A Task-Specific AI Approach, William Punch, Ashok Goel, and Jon Sticklen. Intelligent Modeling, Diagnosis and Control of Manufacturing Processes, B. Chu and S. Chen (editors), Singapore: World Scientific Press, 1992, Chapter 1, pp. 1-32. mailto:goel@cc.gatech.edu

Practical Abduction: Characterization, Decomposition and Distribution, Ashok Goel, John Josephson, Olivier Fischer and P. Sadayappan. Journal of Experimental and Theoretical Artificial Intelligence, 7(1995):429-450. mailto:goel@cc.gatech.edu

Efficient Feature Selection in Conceptual Clustering, Mark Devaney, Ashwin Ram. Fourteenth International Conference on Machine Learning, Nashville, TN, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-01.ps.Z

Efficiency of Essentials-First Strategy for Assembling Composite Explanations, Ashok Goel, Jack Smith and John Svirbely, & Olivier Fischer. Abductive Inference: Computation, Philosophy, and Technology,J. Josephson and S. Josephson (editors), second part of Chapter 6, pp. 142-156, New York: Cambridge University Press, 1994. mailto:goel@cc.gatech.edu

Reactive Robotic Systems, Ronald C. Arkin. ftp://ftp.cc.gatech.edu/pub/people/arkin/web-papers/handbook.ps.Z

Dynamic Scheduling for Obstacle Avoidance in Mobile Robots, Tucker Balch, Harold Forbes, Karsten Schwan. http://www.cc.gatech.edu/grads/b/Tucker.Balch/papers/euromicro.ps

Recompositional Analogy: A Model-Based Approach to Design Reuse, Ashok Goel. Proc. AAAI Spring Symposium on Computational Support for Incremental Modification and Reuse, Palo Alto, March 1992, pp. 116-121. mailto:goel@cc.gatech.edu

Reflective Self-Adaptive Problem Solvers, Eleni Stroulia and Ashok Goel. Proc. 1994 European Conference on Knowledge Acquisition,Germany, September 1994; available in book form as "A Future for Knowledge Acquisition" Luc Steels, Guus Schreiber and Walter Van de Velde (editors), Berlin: Springer-Verlag, 1994. mailto:goel@cc.gatech.edu

Learning in Parallel Distributed Processing: Computational Complexity and Information Content, John Kolen and Ashok Goel. IEEE Transactions on Man, Systems, and Cybernetics, 21(2):359-367,March/April 1991. mailto:goel@cc.gatech.edu

Grounding Case Adaptation in Causal Models. , Ashok Goel. Methodologies for Intelligent Systems --- 5, Z. Ras, M. Zemenkova,and M. Emrich (editors), Amsterdam, Netherlands: North Holland, 1990,pp. 260-267. mailto:goel@cc.gatech.edu

Learning About Novel Operating Environments: Designing by Adaptive Modelling, Sattiraju Prabhakar and Ashok Goel. To appear in Artificial Intelligence in Engineering Design,Analysis and Manufacturing, Special Issue on Machine Learning, Vol. 10, in press.

Situating Natural Language Understanding in Experience-Based Design, Justin Peterson, Kavi Mahesh and Ashok Goel. International Journal of Human-Computer Studies, 41: 881-913, 1994. mailto:goel@cc.gatech.edu

Specification and Execution of Multiagent Missions, Doug MacKenzie, Jonathan Cameron, Ronald C. Arkin. ftp://ftp.cc.gatech.edu/pub/ai/students/doug/specification_and_execution_of_multiagent_missions.ps.Z

Connectionism and Information Processing Abstractions: The Message Still Counts More Than the Medium, B. Chandrasekaran, Ashok Goel, and Dean Allemang. AI Magazine, 9(4):24-34, Winter 1988. mailto:goel@cc.gatech.edu

Concurrent Synthesis of Composite Explanatory Hypotheses. , Ashok Goel, P. Sadayappan, and John Josephson. . Proc. Seventeenth International Conference on Parallel Processing, St. Charles, Illinois, August 1988, Vol. III, pp. 156-160. mailto:goel@cc.gatech.edu

Concurrent Assembly of Composite Explanations, Ashok Goel, John Josephson, and P. Sadayappan. Abductive Inference: Computation, Philosophy, and Technology,J. Josephson and S. Josephson (editors), first part of Chapter 6,pp. 142-156, New York: Cambridge University Press, 1994. mailto:goel@cc.gatech.edu

Innovation in Analogical Design: A Model-Based Approach, Sambasiva Bhatta, Ashok Goel and Sattiraju Prabhakar. In Proc. Third International Conference on Artificial Intelligence in Design, Lausanne, Switzerland, August 1994, pp. 57-74. mailto:goel@cc.gatech.edu

Computational Trade-Offs in Experience-Based Reasoning, Ashok Goel, Khaled Ali and Andres Gomez. Proc. AAAI-94 Workshop on Evaluating Case-Based Reasoning, Seattle, Washington, July 1994. mailto:goel@cc.gatech.edu

Task Structures: What to Learn? , Eleni Stroulia and Ashok Goel. Proc. AAAI-94 Spring Symposium on Goal-Directed Learning,Stanford University, March 1994. mailto:goel@cc.gatech.edu

Computational Feasibility of Structured Matching, Ashok Goel and Thomas Bylander. IEEE Transactions on Pattern Analysis and Machine Intelligence, 11(12):1312-1316, December 1989. mailto:goel@cc.gatech.edu

Complexity in Classificatory Reasoning, Ashok Goel, N. Soundararajan, and B. Chandrasekaran. Proc. Sixth National Conference on Artificial Intelligence (AAAI-87), Seattle, Washington, July 1987,421-425, Los Altos, CA: Morgan Kaufmann. mailto:goel@cc.gatech.edu

Combining Navigational Planning and Reactive Control, Khaled Ali and Ashok Goel. Proc. AAAI-96 Workshop on Reasoning About Actions, Planning and Control: Bridging the Gap, Portland, August 1996. http://www.cc.gatech.edu/grads/a/Khaled.S.Ali/aaai96_workshop.ps.Z

Teaching Introductory Artificial Intelligence: A Design Stance, Ashok Goel. Proc. 1994 AAAI Fall Symposium on Improving Introductory Instruction of Artificial Intelligence, New Orleans,November 1994. mailto:goel@cc.gatech.edu

The Multiple Dimensions of Action-Oriented Robotic. Perception: Fission, Fusion, and Fashion, Ronald C. Arkin. ftp://ftp.cc.gatech.edu/pub/people/arkin/web-papers/asilomar.ps.Z

The Role of Essential Explanations in Abduction, Olivier Fischer, Ashok Goel, John Svirbely, and Jack Smith. Artificial Intelligence in Medicine, 3(1991):181-191, 1991. mailto:goel@cc.gatech.edu

The Role of Generic Models in Conceptual Change, Todd W. Griffith, Nancy J. Nersessian, and Ashok Goel. In Proc. of the Eighteenth Annual Conference of the Cognitive Science Society. ftp://ftp.cc.gatech.edu/pub/ai/goel/griffith/cogsci96.ps

Towards a Neural Architecture for Abductive Reasoning, Ashok Goel, J. Ramanujam, and P. Sadayappan. Proc. Second IEEE International Conference on Neural Networks, San Diego, California, July 1988, Vol. II, pp. 681-688, IEEE Press. mailto:goel@cc.gatech.edu

Integrating Artificial Intelligence and Multimedia Technologies for Interface Design Advising, John Barber, Mark Jacobson, Louise Penberthy, Robert Simpson, Sambasiva Bhatta, Ashok Goel, Michael Pearce, Murali Shankar, and Eleni Stroulia. NCR Journal of Research and Development, 6(1):75-85, October 1992. mailto:goel@cc.gatech.edu

Case-Based Planning to Learn, Bill Murdock, Gordon Shippey, Ashwin Ram. Second International Conference on Case-Based Reasoning, Providence, RI, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-04.ps.Z

Case-Based Design: A Task Analysis, Ashok Goel and B. Chandrasekaran. Artificial Intelligence Approaches to Engineering Design, Volume II: Innovative Design, C. Tong and D. Sriram (editors), pp. 165-184, San Diego: Academic Press, 1992. mailto:goel@cc.gatech.edu

Case-Based Decision Support: A Case Study in Architectural Design., Michael Pearce, Ashok Goel, Janet Kolodner, Craig Zimring, Lucas Sentosa and Richard Billington. IEEE Expert, 7(5):14-20, October 1992. mailto:goel@cc.gatech.edu

Can Your Architecture Do This? A Proposal for Impasse-Driven Asynchronous Memory Retrieval and Integration, Anthony Francis, Ashwin Ram. AAAI-97 Workshop on Robots, Softbots, Immobots: Theories of Action, Planning and Control, Providence, RI, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-03.ps.Z

Beyond Domain Knowledge: Towards A Computing Enviornment for the Learning of Design Skills and Strategies, Georgia Tech Cognitive Science Technical Report, 1995. mailto:goel@cc.gatech.edu

Integrating Case-Based and Model-Based Reasoning: A Computational Model of Design Problem Solving, Ashok Goel. AI Magazine, 13(2):50-54, Summer 1992. mailto:goel@cc.gatech.edu

Analyzing Political Decision Making from an Information Processing Perspective: JESSE, Donald Sylvan, Ashok Goel, and B. Chandrasekaran. American Journal of Political Science, 34(1):74-123, 1990. mailto:goel@cc.gatech.edu

Towards the Unification of Navigational Planning and Reactive Control, Ronald C. Arkin. ftp://ftp.cc.gatech.edu/pub/people/arkin/web-papers/stanford.ps.Z

An Integrated Experience-Based Approach to Navigational Path Planning for Automonous Mobile Robotics, Ashok Goel, Michael Donnellan, Nancy Vasquez, and Todd Callantine. . Proc. IEEE International Conference on Robotics and Automation, Atlanta, Georgia, May 1993,pp. 818-825, IEEE Press. mailto:goel@cc.gatech.edu

Integrating Case-Based and Model-Based Reasoning for Creative Design:Constraint Discovery, Model Revision and Case Composition, Sattiraju Prabhakar and Ashok Goel. Proc. Second International Conference on Computational Models of Creative Design, Heron Island,Australia, December 1992, pp. 101-127. mailto:goel@cc.gatech.edu

An Experience-Based Approach to Navigational Path Planning, Proc. IEEE/RSJ International Conference on Robotics and Systems,RayleAigh, North Carolina, July 1992, Volume II, pp. 705-710,IEEE Press. mailto:goel@cc.gatech.edu

Intelligent Robotic Systems - Editorial Introduction, Ronald C. Arkin. Special Issue on Intelligent Robotic Systems for IEEE Expert. ftp://ftp.cc.gatech.edu/pub/people/arkin/web-papers/expert-intro.ps.Z

Tractable Abduction, John Josephson and Ashok Goel. Abductive Inference: Computation, Philosophy, and Technology,J.Josephson and S. Josephson (editors), Chapter 9, pp. 202-215, New York: Cambridge University Press, 1994. mailto:goel@cc.gatech.edu

Adaptive Modeling. , Ashok Goel. 1996 International Workshop on Qualitative Reasoning, Monterrey, May 1996. mailto:goel@cc.gatech.edu

Abductive Explanation: On Why the Essentials are Essential., Olivier Fischer and Ashok Goel. Methodologies for Intelligent Systems --- 5, Z. Ras, M. Zemenkova, and M. Emrich (editors), pp.354-361, Amsterdam, Netherlands: North Holland, 1990. mailto:goel@cc.gatech.edu

KA: Situating Natural Language Processing in Design Problem Solving, Justin Peterson, Kavi Mahesh, Ashok Goel, and Kurt Eiselt. Proc. Sixteenth Annual Conference of the Cognitive Science Society,August 1994, Atlanta, Georgia, pp. 711-716, Hillsdale, NJ:Lawrence Erlbaum. mailto:goel@cc.gatech.edu

JESSE: An Information Processing Model of Policy Decision Making, Ashok Goel, B. Chandrasekaran and Donald Sylvan. Proc. IEEE Third Annual AI Systems in Government Conference Washington, D. C.,October 1987, pp. 178-87, IEEE Computer Society Press. mailto:goel@cc.gatech.edu

Trade-Offs in Acquiring Problem-Decomposition Knowledge: Some Experiments with the Principle of Locality, Eleni Stroulia and Ashok Goel. Proc. Eighth Knowledge Acquisition Workshop Banff,Canada, January 1994, pp. 18(1)-18(20). mailto:goel@cc.gatech.edu

A Task Structure for Case-Based Design , Ashok Goel and B. Chandrasekaran. Proc. 1990 IEEE International Conference on Systems, Man, and Cybernetics, Los Angeles, California, November 1990, pp. 587-592, IEEE Systems, Man, and Cybernetics Society Press. mailto:goel@cc.gatech.edu

Unification of Language Understanding, Device Comrehension and Knowledge Acquisition, Ashok Goel, Kavi Mahesh, Justin Peterson and Kurt Eiselt. Proc. 1996 Cognitive Science Conference, San Diego, July 1996. mailto:goel@cc.gatech.edu

Use of Device Models in Adaptation of Design Cases, Ashok Goel and B. Chandrasekaran. Proc. Second DARPA Case-Based Reasoning Workshop, Pensacola, Florida, May 1989, pp. 100-109, Los Altos, CA:Morgan Kaufmann. mailto:goel@cc.gatech.edu

A New Heuristic Approach for Dual Control, Juan Carlos Santamaria, Ashwin Ram. AAAI-97 Workshop on On-Line Search, Providence, RI, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-02.ps.Z

A Neural Architecture for a Class of Abduction Problems, Ashok Goel and J. Ramanujam. To appear in IEEE Transactions on Systems, Man and Cybernetics. mailto:goel@cc.gatech.edu

Use of Diagnostic Experiences in Experience-Based Innovative Design, Sattiraju Prabhakar and Ashok Goel. Proc. Tenth SPIE Conference on Applications of AI: Knowledge-Based Systems, Orlando,Florida, April 1992, pp. 420-434, SPIE Press. mailto:goel@cc.gatech.edu

Io, Ganymede and Callisto - a Multiagent Robot Janitorial Team, Tucker Balch, Gary Boone, Tom Collins, Harold Forbes, Doug MacKenzie, Juan Carlos Santamaria. ftp://ftp.cc.gatech.edu/pub/people/tucker/aimag.ps.Z

A Model-Based Theory of Adaptive Design for New Operating Environments, Sattiraju Prabhakar, Ashok Goel and Sambasiva Bhatta. the Proc. Third International Conference on Computational Models. mailto:goel@cc.gatech.edu

A Model-Based Approach to Redesign, Ashok Goel, Andres Gomez, Jeffrey Pittges, Murali Shankar and Eleni Stroulia. Proc. Thirteenth SPIE Knowledge Based Systems Conference, Orlando, April 1994,pp. 164-171, SPIE Press. mailto:goel@cc.gatech.edu

A Model-Based Approach to Case Adaptation, Proc. Thirteenth Annual Conference of the Cognitive Science Society, Chicago, August 1991, pp. 143-148, Hillsdale, NJ: Lawrence Erlbaum. mailto:goel@cc.gatech.edu

Representation, Organization, and Use of Topographic Models of Physical Spaces for Route Planning, Ashok Goel, Todd Callantine, Murali Shankar, and B. Chandrasekaran. Proc. the Seventh IEEE Conference on Artificial Intelligence Applications, Miami Beach, Florida, February 1991, pp. 308-314, IEEE Computer Society Press. mailto:goel@cc.gatech.edu

A Model-Based Approach to Blame Assignment: Revising the Reasoning Steps of Problem Solvers, Eleni Stroulia and Ashok Goel. To appear in Proc. National Conference on Artificial Intelligence - AAAI96,Portland, Oregon, August 1996. mailto:goel@cc.gatech.edu

Representation of Design Functions in Experience-Based Design, Ashok Goel. Intelligent Computer Aided Design, D. Brown, M. Waldron, and H. Yoshikawa (editors), pp. 283-308, Amsterdam, Netherlands: North-Holland, 1992. mailto:goel@cc.gatech.edu

A Knowledge-based Selection Mechanism for Strategic Control with Application in Design, Diagnosis and Planning, William Punch, Ashok Goel and David Brown.. International Journal of Artificial Intelligence Tools, Vol. 4 (3), pp 323-348, 1996. mailto:goel@cc.gatech.edu

Structured Matching: A Task-Specific Technique for Making Decisions, Thomas Bylander, Todd Johnson, and Ashok Goel. Knowledge Acquisition, 3(1):1-20, 1991. mailto:goel@cc.gatech.edu

Viewing Nation-States as Cognitive Agents, Ashok Goel, Donald Sylvan and B. Chandrasekaran. Journal of Experimental and Theoretical Artificial Intelligence. mailto:goel@cc.gatech.edu

A Functional Approach to Program Understanding, Eleni Stroulia and Ashok Goel. Proc. AAAI-92 workshop on AI and Automated Program Understanding, San Jose, July 1992, pp. 120-124. mailto:goel@cc.gatech.edu

Virtual Prototyping for Product Demanufacture and Service Using a Virtual Design Studio Approach, Proc. 1995 ASME Computers in Engineering Conference, Boston, pp. 951-958, 1995. mailto:goel@cc.gatech.edu

A Cross-Domain Experiment in Case-Based Design Support: ArchieTutor, Ashok Goel, Michael Pearce, Ali Malkawi, and Kim Liu. Proc. AAAI-93 Workshop on Case-Based Reasoning, July 1993, pp. 111-117. mailto:goel@cc.gatech.edu

A Control Architecture for Run-Time Method Selection, Ashok Goel and Todd Callantine. Proc. AAAI 1991 Workshop on Cooperation Among Heterogeneous Intelligent Systems Anaheim, California, July 1991. mailto:goel@cc.gatech.edu

A Control Architecture for Redesign and Design Verification, Ashok Goel and Sattiraju Prabhakar. Proc. 1994 Australian-New Zealand Intelligent Information Systems Conference, Brisbane,Queensland, Australia, Nov. 29 - Dec 2, 1994, pp. 377 - 381. mailto:goel@cc.gatech.edu

A Control Architecture for Model-Based Redesign Problem Solving, Ashok Goel and Sattiraju Prabhakar . Proc. IJCAI-1991 Workshop on AI in Design Sydney, Australia, August 1991, pp. 121-136. mailto:goel@cc.gatech.edu

What is Abductive Reasoning? , Ashok Goel and Gerard Montgomery. Neural Network Review, 3(4):181-187, June 1990. mailto:goel@cc.gatech.edu

What is a Robot Architecture Anyway? Turing Equivalence versus Organizing Principles, Ronald C. Arkin. ftp://ftp.cc.gatech.edu/pub/people/arkin/web-papers/stanford3.ps.Z

A Case-Based Tool for Conceptual Design Problem Solving, Ashok Goel, Janet Kolodner, Michael Pearce, Richard Billington, and Craig Zimring. Proc. Third DARPA Workshop on Case-Based Reasoning, Washington D.C., May 1991, pp. 109-120, Los Altos, CA: Morgan Kaufmann. mailto:goel@cc.gatech.edu

Invention as an Opportunistic Enterprise, Marin Simina, Janet Kolodner, Ashwin Ram, Michael Gorman. Abstracted in Nineteenth Annual Conference of the Cognitive Science Society, Stanford, CA, 1997. Technical Report GIT-CogSci-97/04, Cognitive Science Program, Georgia Institute of Technology, Atlanta, GA, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cs-97-04.ps.Z