A model for reasoning about persistence and causation
Computational Intelligence
Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
Operant conditioning in skinnerbots
Adaptive Behavior - Special issue on environment structure and behavior
Escape, avoidance, and imitation: a neural network approach
Adaptive Behavior
Adaptive Probabilistic Networks with Hidden Variables
Machine Learning - Special issue on learning with probabilistic representations
Reinforcement learning with hierarchies of machines
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
Neuro-Dynamic Programming
Learning to Predict by the Methods of Temporal Differences
Machine Learning
Space-efficient inference in dynamic probabilistic networks
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
Approximating optimal policies for partially observable stochastic domains
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Tractable inference for complex stochastic processes
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Learning the structure of dynamic probabilistic networks
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Stochastic simulation algorithms for dynamic probabilistic networks
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
A survey of robot learning from demonstration
Robotics and Autonomous Systems
Bayesian inverse reinforcement learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Inverse reinforcement learning in partially observable environments
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Learning behavior styles with inverse reinforcement learning
ACM SIGGRAPH 2010 papers
Analysis of Inverse Reinforcement Learning with Perturbed Demonstrations
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Inverse Reinforcement Learning in Partially Observable Environments
The Journal of Machine Learning Research
Batch, off-policy and model-free apprenticeship learning
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Inverse reinforcement learning for interactive systems
Proceedings of the 2nd Workshop on Machine Learning for Interactive Systems: Bridging the Gap Between Perception, Action and Communication
Reinforcement learning in robotics: A survey
International Journal of Robotics Research
Reward shaping for statistical optimisation of dialogue management
SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
Bayesian nonparametric feature construction for inverse reinforcement learning
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
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