Functional strips: a more flexible language for planning and problem solving
Logic-based artificial intelligence
Learning Generalized Policies from Planning Examples Using Concept Languages
Applied Intelligence
Exploiting first-order regression in inductive policy selection
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Learning approximate preconditions for methods in hierarchical plans
ICML '05 Proceedings of the 22nd international conference on Machine learning
Evolving plans for the KRKa2 chess ending
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Learning Recursive Control Programs from Problem Solving
The Journal of Machine Learning Research
PLTOOL: A knowledge engineering tool for planning and learning
The Knowledge Engineering Review
Learning Control Knowledge for Forward Search Planning
The Journal of Machine Learning Research
Practical solution techniques for first-order MDPs
Artificial Intelligence
Evolutionary-based learning of generalised policies for AI planning domains
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Learning measures of progress for planning domains
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Journal of Artificial Intelligence Research
Using learned policies in heuristic-search planning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Generalizing plans to new environments in relational MDPs
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Inference and Learning in Planning (Extended Abstract)
DS '09 Proceedings of the 12th International Conference on Discovery Science
Mining problem-solving strategies from HCI data
ACM Transactions on Computer-Human Interaction (TOCHI)
Learning Linear Ranking Functions for Beam Search with Application to Planning
The Journal of Machine Learning Research
Learning action strategies for planning domains using genetic programming
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
Automatic induction of bellman-error features for probabilistic planning
Journal of Artificial Intelligence Research
Inductive generalization of analytically learned goal hierarchies
ILP'09 Proceedings of the 19th international conference on Inductive logic programming
Scaling up heuristic planning with relational decision trees
Journal of Artificial Intelligence Research
Inductive policy selection for first-order MDPs
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
ACG'05 Proceedings of the 11th international conference on Advances in Computer Games
Reinforcement learning as heuristic for action-rule preferences
ProMAS'10 Proceedings of the 8th international conference on Programming Multi-Agent Systems
Imitation learning in relational domains: a functional-gradient boosting approach
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration
ACM Transactions on Intelligent Systems and Technology (TIST)
Learning policies for battery usage optimization in electric vehicles
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
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