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model-free learning

55 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (20) deep reinforcement learning (7) model-free reinforcement learning (6) multi-agent system (5) policy learning (5) model-based learning (5) policy gradient (5) sample efficiency (5) markov decision process (4) imitation learning (4)

Papers

Environmental statistics and the trade-off between model-based and TD learning in humans NeurIPS 2011 Exploiting Best-Match Equations for Efficient Reinforcement Learning JMLR 2011 Model-Free Monte Carlo-like Policy Evaluation AISTATS 2010 Variable Impedance Control - A Reinforcement Learning Approach RSS 2010 Reinforcement Learning in Finite MDPs: PAC Analysis JMLR 2009