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Reinforcement Learning

984 papers

Papers per year

4
73
76
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Papers

Near-optimal Reinforcement Learning in Factored MDPs NIPS 2014
Algorithms for CVaR Optimization in MDPs NIPS 2014
How hard is my MDP?" The distribution-norm to the rescue" NIPS 2014
Learning Neural Network Policies with Guided Policy Search under Unknown Dynamics NIPS 2014
Variational Policy Search via Trajectory Optimization NIPS 2013
Projected Natural Actor-Critic NIPS 2013
Policy Shaping: Integrating Human Feedback with Reinforcement Learning NIPS 2013
Timely Object Recognition NIPS 2012
Imitation Learning by Coaching NIPS 2012
Transferring Expectations in Model-based Reinforcement Learning NIPS 2012
Neurally Plausible Reinforcement Learning of Working Memory Tasks NIPS 2012
Inverse Reinforcement Learning through Structured Classification NIPS 2012
Cost-Sensitive Exploration in Bayesian Reinforcement Learning NIPS 2012
Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems NIPS 2012
Value Pursuit Iteration NIPS 2012
Action-Gap Phenomenon in Reinforcement Learning NIPS 2011
Blending Autonomous Exploration and Apprenticeship Learning NIPS 2011
Clustering via Dirichlet Process Mixture Models for Portable Skill Discovery NIPS 2011
Double Q-learning NIPS 2010
On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient NIPS 2010
Bootstrapping Apprenticeship Learning NIPS 2010
Monte-Carlo Planning in Large POMDPs NIPS 2010
Skill Discovery in Continuous Reinforcement Learning Domains using Skill Chaining NIPS 2009
Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference NIPS 2009
Multi-resolution Exploration in Continuous Spaces NIPS 2008