Publications
Metareasoning for Self-Diagnosis and Repair of Classification Knowledge

Joshua Jones and Ashok Goel. Metareasoning-Based Adaptation of Agent Classification Knowledge. In Proceedings of the Eighth International Conference on Autonomous Agents and Multiagent Systems (AAMAS-09), Budapest, Hungary, 2009. pdf

Joshua Jones and Ashok Goel. Retrospective Self-Adaptation of an Agent's Domain Knowledge: Perceptually-Grounded Semantics for Structural Credit Assignment. AAAI Workshop on Metareasoning. Chicago, IL, 2008. pdf

Joshua Jones and Ashok Goel. Structural Credit Assignment in Hierarchical Classification. ICAI-07. Las Vegas, NV, 2007. pdf

Joshua Jones and Ashok Goel. Knowledge Organization and Structural Credit Assignment. IJCAI Workshop on Reasoning, Representation and Learning in Computer Games. Edinburgh, UK, 2005. pdf

Joshua Jones and Ashok Goel. Hierarchical Judgement Composition: Revisiting the Structural Credit Assignment Problem. AAAI Workshop on Challanges in Game AI . San Jose, CA, 2004. pdf

Teleological Models Supporting Self-Adaptation of Software Agents

Joshua Jones, Chris Parnin, Avik Sinharoy, Spencer Rugaber and Ashok Goel. Teleological Metareasoning for Automating Software Adaptation. To appear in Proceedings of the Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO-09), San Francisco, California, September 14-18, 2009.pdf

Joshua Jones, Chris Parnin, Avik Sinharoy, Spencer Rugaber and Ashok Goel. Teleological Metareasoning in Self-Adaptive Game-Playing Agents. To appear in Proceedings of the Fifth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-09), Stanford, California, USA, October 14-16, 2009. pdf

Ashok Goel, Joshua Jones, Chris Parnin, Spencer Rugaber and Avik Sinharoy. Teleological Reasoning in Software Adaptation: An Initial Case Study in Game-Playing Agents. DESRIST-08. Atlanta, GA, 2008. Invited paper. pdf

Joshua Jones, Ashok Goel and Spencer Rugaber. Teleological Modeling and Reasoning for Automated Software Adaptations. DESRIST-07. Pasadena, CA, 2007. pdf

Joshua Jones, Ashok Goel and Spencer Rugaber. Automating Software Evolution. In Proceedings of the Science of Design Workshop, Eureka, California, March 2007.pdf

Combining Metareasoning and Reinforcement Learning

Patrick Ulam, Joshua Jones and Ashok Goel. Combining Model-Based Meta-Reasoning and Reinforcement Learning for Adapting Game-Playing Agents. AIIDE 2008. pdf

Patrick Ulam, Ashok Goel, Joshua Jones and William Murdoch. Using Model-Based Reflection to Guide Reinforcement Learning. IJCAI Workshop on Reasoning, Representation and Learning in Computer Games. Edinburgh, UK, 2005. pdf

Patrick Ulam, Ashok Goel, and Joshua Jones. Reflection in Action: Model-Based Self-Adaptation in Game Playing Agents. AAAI Workshop on Challanges in Game AI . San Jose, CA, 2004. pdf