Recent Advances in Hierarchical Reinforcement Learning
Discrete Event Dynamic Systems
Learning Options in Reinforcement Learning
Proceedings of the 5th International Symposium on Abstraction, Reformulation and Approximation
Autonomous Discovery of Abstractions through Interaction with an Environment
Proceedings of the 5th International Symposium on Abstraction, Reformulation and Approximation
Recent Advances in Hierarchical Reinforcement Learning
Discrete Event Dynamic Systems
Using relative novelty to identify useful temporal abstractions in reinforcement learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Approximate Reasoning in MAS: Rough Set Approach
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Approximate Reasoning in MAS: Rough Set Approach
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Optimistic pruning for multiple instance learning
Pattern Recognition Letters
Learning by Automatic Option Discovery from Conditionally Terminating Sequences
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Learning Representation and Control in Markov Decision Processes: New Frontiers
Foundations and Trends® in Machine Learning
Toward Rough-Granular Computing
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Learning and applying competitive strategies
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Samuel meets Amarel: automating value function approximation using global state space analysis
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
State similarity based approach for improving performance in RL
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Automatic abstraction in reinforcement learning using data mining techniques
Robotics and Autonomous Systems
Toward perception based computing: a rough-granular perspective
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
TTree: tree-based state generalization with temporally abstract actions
Adaptive agents and multi-agent systems
Finding and transferring policies using stored behaviors
Autonomous Robots
Review: learning like a baby: A survey of artificial intelligence approaches
The Knowledge Engineering Review
Rough sets and vague concept approximation: from sample approximation to adaptive learning
Transactions on Rough Sets V
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Abstraction in Model Based Partially Observable Reinforcement Learning Using Extended Sequence Trees
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
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