ICML´08 - Helsinki

Reinforcement Learning

Event sections


Reinforcement Learning 1 - Domain Representation
[syn] 105 views, 23:35 An Object-Oriented Representation for Efficient Reinforcement LearningAn Object-Oriented Representation for Efficient Reinforcement Learning Carlos Diuk Carlos Diuk	[syn] 145 views, 26:14 Hierarchical Model-Based Reinforcement LearningHierarchical Model-Based Reinforcement Learning Nicholas Jong Nicholas Jong	[syn] 65 views, 22:45 On the Hardness of Finding Symmetries in Markov Decision ProcessesOn the Hardness of Finding Symmetries in Markov Decision Processes Balaraman Ravindran Balaraman Ravindran	[syn] 52 views, 24:34 Reinforcement Learning in the Presence of Rare EventsReinforcement Learning in the Presence of Rare Events Jordan Frank Jordan Frank
Reinforcement Learning 2 - Value Representation and Online Learning
[syn] 81 views, 25:00 Online Kernel Selection for Bayesian Reinforcement LearningOnline Kernel Selection for Bayesian Reinforcement Learning Joseph Reisinger Joseph Reisinger	[syn] 46 views, 22:01 On-line Discovery of Temporal-Difference NetworksOn-line Discovery of Temporal-Difference Networks Takaki Makino Takaki Makino	[syn] 60 views, 18:42 Prediction with Expert Advice for the Brier GamePrediction with Expert Advice for the Brier Game Fedor Zhdanov Fedor Zhdanov
Reinforcement Learning 3
[syn] 62 views, 28:40 Non-Parametric Policy Gradients: A Unified Treatment of Propositional and Relational DomainsNon-Parametric Policy Gradients: A Unified Treatment of Propositional and Relational ... Kurt Driessens Kurt Driessens	[syn] 152 views, 23:09 Space-indexed Dynamic Programming: Learning to Follow TrajectoriesSpace-indexed Dynamic Programming: Learning to Follow Trajectories J. Zico Kolter J. Zico Kolter	[syn] 45 views, 27:38 Privacy-Preserving Reinforcement LearningPrivacy-Preserving Reinforcement Learning Jun Sakuma Jun Sakuma	[syn] 40 views, 18:21 Learning All Optimal Policies with Multiple CriteriaLearning All Optimal Policies with Multiple Criteria Leon Barrett Leon Barrett
Reinforcement Learning 4 - Active Learning
123 views, 25:11 Active Reinforcement LearningActive Reinforcement Learning Arkady Epshteyn Arkady Epshteyn	[syn] 250 views, 19:59 Reinforcement Learning with Limited Reinforcement: Using Bayes Risk for Active Learning in POMDPsReinforcement Learning with Limited Reinforcement: Using Bayes Risk for Active ... Finale Doshi Finale Doshi	[syn] 40 views, 24:33 The Many Faces of Optimism: a Unifying ApproachThe Many Faces of Optimism: a Unifying Approach Istvan Szita Istvan Szita	[syn] 58 views, 29:27 Transfer of Samples in Batch Reinforcement LearningTransfer of Samples in Batch Reinforcement Learning Alessandro Lazaric Alessandro Lazaric	[syn] 36 views, 24:13 Exploration ScavengingExploration Scavenging Alexander Strehl Alexander Strehl
Reinforcement Learning 5
[syn] 132 views, 26:11 An Analysis of Linear Models, Linear Value-Function Approximation, and Feature Selection for Reinforcement LearningAn Analysis of Linear Models, Linear Value-Function Approximation, and Feature ... Ronald Parr Ronald Parr	[syn] 140 views, 19:04 An Analysis of Reinforcement Learning with Function ApproximationAn Analysis of Reinforcement Learning with Function Approximation Francisco Melo Francisco Melo	[syn] 82 views, 24:41 Apprenticeship Learning Using Linear ProgrammingApprenticeship Learning Using Linear Programming Umar Syed Umar Syed	[syn] 75 views, 24:32 Preconditioned Temporal Difference LearningPreconditioned Temporal Difference Learning Hengshuai Yao Hengshuai Yao
Reinforcement Learning 6
[syn] 62 views, 27:58 Automatic Discovery and Transfer of MAXQ HierarchiesAutomatic Discovery and Transfer of MAXQ Hierarchies Neville Mehta Neville Mehta	[syn] 56 views, 22:16 Sample-Based Learning and Search with Permanent and Transient MemoriesSample-Based Learning and Search with Permanent and Transient Memories David Silver David Silver	[syn] 75 views, 28:04 Efficiently Learning Linear-Linear Exponential Family Predictive Representations of StateEfficiently Learning Linear-Linear Exponential Family Predictive Representations of State Satinder Singh Satinder Singh	[syn] 90 views, 27:03 A Semi-parametric Statistical Approach to Model-free Policy EvaluationA Semi-parametric Statistical Approach to Model-free Policy Evaluation Tsuyoshi Ueno Tsuyoshi Ueno