|
Date |
Topic |
Reading |
| |
|
|
| 8/18 |
Introduction |
|
| 8/22 |
Action Selection, Procedural Knowledge, Production Systems |
A gentle introduction to SOAR by Lehman, Laird, Rosenbloom |
| 8/25,27 |
Understanding |
|
| 8/27 |
Guest Lecture : Joshua
Jones
Classification and Meta-Reasoning |
Jones &
Goel, AAAI-08 http://home.cc.gatech.edu/dil/uploads/6/aaai-metareasoning-08.pdf |
| 8/29,9/3,9/5 |
Concepts, Frames,
Stories |
Winston
3rd Edition Chapters |
| 9/8 |
Introduction to
Anaological Reasoning
Project I is assigned |
|
| 9/10,12,15 |
Planning Goals,
Actions, Action Selection
Partial-Order Plannning |
Russell &
Norvig 2nd Edition; Chapter 11 |
| 9/17,19 |
Semantic Networks
Spreading Activation |
|
| 9/22,24,26 |
Case-Based Reasoning -
Retrieval
Case-Based Reasoning - Adaptation
Analogical Reasoning - Structrure Mapping |
|
| 9/29 |
Abduction |
|
| 10/1 |
HTN Planning |
Russell and Norvig Chapter 12 |
| 10/3 |
Analogical Reasoning |
|
| 10/6 |
Take-Home Mid-Term Exam
is Assigned |
|
| 10/10 |
Version Space
Mid-Term is Due
(Hardcopies by 12 noon) |
http://www2.cs.uregina.ca/~hamilton/courses/831/notes/ml/vspace/3_vspace.html |
| 10/13 |
Mid-Term Break |
|
10/15
|
Visual Reasoning |
|
10/17,20,22
|
Vision
Low-level, Intermediate and High-Level
Project 2 is due 10/17
Project 3 is assigned 10/22 |
|
| 10/24 |
Meta-Reasoning
Explanation and Justification |
|
10/27,29
|
Spatial Reasoning |
http://home.cc.gatech.edu/dil/uploads/mobileRobotics.pdf |
| 10/31,11/3 |
Meta-Reasoning
Intelligent Control |
|
| 11/5 |
Spatial Abstractions |
|
| 11/7,10 |
Meta-Reasoning
Self-Adaptation, Credit Assignment
Project 3 is due 11/10 |
|
11/12,14
|
Extracting Process Models from Drawings |
http://www.cc.gatech.edu/~yaner/pubs/ijcai07.pdf |
11/17
|
Visual Reasoning in Autism |
http://home.cc.gatech.edu/dil/uploads/Kunda%20%20Goel%20ICDL%202008.pdf |
| 11/19 |
Compound Analogies in Biologically-Inspired Design |
http://home.cc.gatech.edu/dil/uploads/helms-vattam-goel-cogsci08.pdf |
| 11/21 |
Creative Problem Solving in Science |
http://home.cc.gatech.edu/dil/uploads/Form-Follows-Function_Sci-prob-Solving.pdf |
11/24,26
|
Software Agent Self-Adaptation |
http://home.cc.gatech.edu/dil/uploads/m-case_reasoning.pdf |
| 12/1 |
Term Paper is due ( Graduate Students only)
Take-Home Final Exam is
Assigned |
|
| 12/5 |
Final Exam is due
(Hardcopies by 12 noon) |
|