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Reinforcement Learning

7,982 papers (84 classified directly here)

Subtopics

Methods (6,493) Applications (2,922)

Papers per year

9
43
48
875
672
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Papers (including subtopics)

Policy Evaluation with Temporal Differences: A Survey and Comparison JMLR 2014
Cover Tree Bayesian Reinforcement Learning JMLR 2014
Active Contextual Policy Search JMLR 2014
Efficient Learning and Planning with Compressed Predictive States JMLR 2014
Multi-Objective Reinforcement Learning using Sets of Pareto Dominating Policies JMLR 2014
Correct High-level Robot Behavior in Environments with Unexpected Events RSS 2014
State Representation Learning in Robotics: Using Prior Knowledge about Physical Interaction RSS 2014
Modeling and Controlling Friendliness for An Interactive Museum Robot RSS 2014
Robust and Agile 3D Biped Walking With Steering Capability Using a Footstep Predictive Approach RSS 2014
Active Reward Learning RSS 2014
Pre- and Post-Contact Policy Decomposition for Planar Contact Manipulation Under Uncertainty RSS 2014
5-DOF Manipulation of an Untethered Magnetic Device in Fluid using a Single Permanent Magnet RSS 2014
Probably Approximately Correct MDP Learning and Control With Temporal Logic Constraints RSS 2014
Cogging Torque Ripple Minimization via Position Based Characterization RSS 2014
Sequential Transfer in Multi-armed Bandit with Finite Set of Models NIPS 2013
Reinforcement Learning in Robust Markov Decision Processes NIPS 2013
Convergence of Monte Carlo Tree Search in Simultaneous Move Games NIPS 2013
A Gang of Bandits NIPS 2013
A multi-agent control framework for co-adaptation in brain-computer interfaces NIPS 2013
Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result NIPS 2013
Variational Policy Search via Trajectory Optimization NIPS 2013
A message-passing algorithm for multi-agent trajectory planning NIPS 2013
Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions NIPS 2013
Improved and Generalized Upper Bounds on the Complexity of Policy Iteration NIPS 2013
Reward Mapping for Transfer in Long-Lived Agents NIPS 2013