Explanation-based learning: a survey of programs and perspectives
ACM Computing Surveys (CSUR)
Module-Based Reinforcement Learning: Experiments with a Real Robot
Machine Learning - Special issue on learning in autonomous robots
Machine Learning
Module-Based Reinforcement Learning: Experiments with a Real Robot
Autonomous Robots
Structure in the Space of Value Functions
Machine Learning
Using genetic programming to learn and improve control knowledge
Artificial Intelligence
RAPS: A Rule-Based Language for Specifying Resource Allocation and Time-Tabling Problems
IEEE Transactions on Knowledge and Data Engineering
Chunking in Soar: The Anatomy of a General Learning Mechanism
Machine Learning
Macro-Operators in Multirelational Learning: A Search-Space Reduction Technique
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Searching for Macro Operators with Automatically Generated Heuristics
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Relevance Cuts: Localizing the Search
CG '98 Proceedings of the First International Conference on Computers and Games
PLTOOL: A knowledge engineering tool for planning and learning
The Knowledge Engineering Review
Synthesis of strategies from interaction traces
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 2
Encoding of Planning Problems and Their Optimizations in Linear Logic
Applications of Declarative Programming and Knowledge Management
GP-rush: using genetic programming to evolve solvers for the rush hour puzzle
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Learning and applying competitive strategies
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
On reasonable and forced goal orderings and their use in an agenda-driven planning algorithm
Journal of Artificial Intelligence Research
Hierarchical reinforcement learning with the MAXQ value function decomposition
Journal of Artificial Intelligence Research
Structure and complexity in planning with unary operators
Journal of Artificial Intelligence Research
Additive pattern database heuristics
Journal of Artificial Intelligence Research
Macro-FF: improving AI planning with automatically learned macro-operators
Journal of Artificial Intelligence Research
Building and refining abstract planning cases by change of representation language
Journal of Artificial Intelligence Research
A formal framework for speedup learning from problems and solutions
Journal of Artificial Intelligence Research
Towards a general framework for composing disjunctive and iterative macro-operators
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Selective learning of macro-operators with perfect causality
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Complete solution of the eight-puzzle and the benefit of node ordering in IDA
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 1
Combining weak learning heuristics in general problem solvers
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
Fast planning with iterative macros
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Complexity results for planning
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
A formalization of explanation-based macro-operator learning
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
An augmented EBL and its application to the utility problem
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Decomposition techniques for planning in stochastic domains
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
The Knowledge Engineering Review
Implicit Learning of Compiled Macro-Actions for Planning
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
A theory of unsupervised speedup learning
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Complexity results for serial decomposability
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Finding optimal solutions to Rubik's cube using pattern databases
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
GA-FreeCell: evolving solvers for the game of FreeCell
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Model management for group decision support
MIS Quarterly
Hierarchical solution of Markov decision processes using macro-actions
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Intelligent transportation systems-Enabling technologies
Mathematical and Computer Modelling: An International Journal
Inductive rule learning on the knowledge level
Cognitive Systems Research
What Defaults Can Do That Hierarchies Can't
Fundamenta Informaticae
Proximity-based non-uniform abstractions for approximate planning
Journal of Artificial Intelligence Research
Algorithms and limits for compact plan representations
Journal of Artificial Intelligence Research
Efficient search for transformation-based inference
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Refining incomplete planning domain models through plan traces
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
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