Reflection in Failure-Driven Self-Adaptation
Eleni Stroulia & Ashok Goel. Reflective Self-Adaptive Problem Solvers. In Proc. 1994 European Conference on Knowledge Acquisition, Germany, September 1994; also available in book form as A Future for Knowledge Acquisition, Luc Steels, Guus Schreiber and Walter Van de Velde (editors), Berlin: Springer-Verlag, 1994.
Eleni Stroulia & Ashok Goel. A Model-Based Approach to Reflective Learning. In Proc. 1994 European Conference on Machine Learning (ECML-94), Lecture Notes in Artificial Intelligence 784 - Machine Learning, F. Bergadano and L. De Raedt (editors), Berlin: Springer-Verlag, 1994; pp. 287-306.
Eleni Stroulia & Ashok Goel. Functional Representation and Reasoning in Reflective Systems. Journal of Applied Intelligence, Special Issue on Functional Reasoning, 9(1): 101-124, 1995. [pdf]
Eleni Stroulia & Ashok Goel. A Model-Based Approach to Blame Assignment: Revising the Reasoning Steps of Problem Solvers. In
Proc. National Conference on Artificial Intelligence (AAAI-96), Portland, Oregon, August 1996. [ps]
Eleni Stroulia & Ashok Goel. Redesigning a Problem Solver's Operators to Improve Solution Quality. In Proc. 15th International Joint Conference on Artificial Intelligence (IJCAI-97), Nagoya, Japan, August 1997, pp. 562-567. [ps]
Eleni Stroulia & Ashok Goel. Evaluating Problem-Solving Methods in Evolutionary Design: The Autognsotic Experiments. International Journal of Human-Computer Studies, Special Issue on Evaluation Methodologies, 51:825-847, 1999.
J. William Murdock & Ashok Goel. Learning about Constraints by Reflection. In Lecture Notes in AI - 2006, Springer, pp. 131-140. [pdf]
Task-Method-Knowldge Agent Models and Reflection in Goal-Driven Self-Adaptation
Eleni Stroulia & Ashok Goel. Task Structures: What to Learn? In Proc. AAAI-94 Spring Symposium on Goal-Directed Learning, Stanford University, March 1994.
Ashok Goel & William Murdock. Meta-Cases: Explaining Case-Based Reasoning. In Lecture Notes in Artificial Intelligence 1168:
Advances in Case-Based Reasoning, Ian Smith and Boi Faltings (editors), Berlin: Springer-Verlag, 1996. [pdf]
J. William Murdock. Prolegomena to a Task-Method-Knowledge Theory of Cognition. In Proc. 20th Cognitive Science Society Conference, Madison, WI, August 1-4, 1998. [ps]
Todd W. Griffith & J. William Murdock. The Role of Reflection in Scientific Exploration. In Procs. 20th Cognitive Science Conference, Madison, WI, August 1-4, 1998. [ps]
J. William Murdock & Ashok Goel. Meta-Case-Based Reasoning: Use of Functional Models to Adapt Case-Based Agents. In Proc. 3rd
International Conference on Case-Based Reasoning, Vancouver, Canada, June 2001. [pdf]
J. William Murdock & Ashok Goel. Localizing Planning using Functional Process Models. In Proc. International Conference on
Automated Planning and Scheduling (ICAPS-03), June 2003. [pdf]
J. William Murdock & Ashok Goel. Meta-Case-Based Reasoning: Self-Improvement through Self-Understanding. Journal of Experimental and Theoretical Artificial Intelligence, in press.
Reflection and Self-Adaptation in Software Agents
Eleni Stroulia & Ashok Goel. A Functional Approach to Program Understanding. In Proc. AAAI-92 workshop on AI and Automated Program Understanding, San Jose, July 1992, pp. 120-124. [pdf]
Gregory Abowd, Ashok Goel, Dean Jerding, Michael McCracken, Melody Moore, William Murdock, Colin Potts, Spencer Rugaber and Linda
Wills. MORALE: Mission-Oriented Architectural Legacy Evolution. In Proc. International Conference on Software Maintenance, Bari, Italy, 1997. [pdf]
J. William Murdock & Ashok Goel. Towards Adaptive Web Agents. In Proc. 14th IEEE International Conference on Automated Software
Engineering (ASE-99), pp. 335-338, Cocoa Beach, Florida, October 12-15, 1999. [pdf]
J. William Murdock & Ashok Goel. An Adaptive Meeting Scheduling Agent. In Proc. 1st Asia-Pacific Conference on Intelligent Agent Technology, pp. 374-378, Hong Kong, December 15-17, 1999. [ps]
Reflection and Self-Adaptation in Reactive Agents
Eleni Stroulia & Ashok Goel. Model-Based Redesign of Reactive Control. In Proc. IJCAI-97 Workshop on Problem-Solving Methods, Nagoya, Japan, August 1997.
Ashok Goel, Eleni Stroulia, Zhong Chen & Paul Rowland. A Model-Based Approach to Reconfiguration of Schema-Based Reactive Control
Architectures. Poster Paper at IJCAI-97; also appears in Proc. AAAI Fall Symposium on Model-Based Autonomous Systems, Boston, Fall 1998. [pdf]
Reflection and Self-Adaptation in Game-Playing Agents
Patrick Ulam, Ashok Goel and Joshua Jones. Model-Based Reflection in Game Playing. In Proc. AAAI-2004 Workshop on Challenges in Game Playing. [pdf]
Patrick Ulam, Ashok Goel, Joshua Jones & William Murdock. Model-Based Guidance for Reinforcement Learning. In Proc. IJCAI-05 Workshop on Game Playing, August 2005. [pdf]
