conftrace_

model-free reinforcement learning

82 papers

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Also known as

MFRL

Co-occurring keywords · papers mentioning both

model-based reinforcement learning (21) reinforcement learning (14) regret bound (13) sample complexity (12) markov decision process (9) sample efficiency (9) deep reinforcement learning (7) model-free learning (6) constrained markov decision process (6) continuous control (5)

Papers

Dueling Network Architectures for Deep Reinforcement Learning ICML 2016 Model-Free Trajectory Optimization for Reinforcement Learning ICML 2016 A Deeper Look at Planning as Learning from Replay ICML 2015 Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning NeurIPS 2014 Sample Efficient Reinforcement Learning with Gaussian Processes ICML 2014 Integrating a Partial Model into Model Free Reinforcement Learning JMLR 2012 Environmental statistics and the trade-off between model-based and TD learning in humans NeurIPS 2011