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reinforcement learning

4122 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Safe Policy Improvement by Minimizing Robust Baseline Regret NIPS 2016
Reinforcement Learning for Visual Object Detection CVPR 2016
End-to-End Goal-Driven Web Navigation NIPS 2016
Adaptive optimal training of animal behavior NIPS 2016
Threshold Learning for Optimal Decision Making NIPS 2016
Tree-Structured Reinforcement Learning for Sequential Object Localization NIPS 2016
Accelerating Stochastic Composition Optimization NIPS 2016
Recurrent Attention Models for Depth-Based Person Identification CVPR 2016
Dual Learning for Machine Translation NIPS 2016
Learning under uncertainty: a comparison between R-W and Bayesian approach NIPS 2016
Learning Multiagent Communication with Backpropagation NIPS 2016
Safe and Efficient Off-Policy Reinforcement Learning NIPS 2016
Deep Exploration via Bootstrapped DQN NIPS 2016
Improving PAC Exploration Using the Median Of Means NIPS 2016
Policy Evaluation Using the Ω-Return NIPS 2015
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning NIPS 2015
Learning to Track: Online Multi-Object Tracking by Decision Making ICCV 2015
Sample Complexity Bounds for Iterative Stochastic Policy Optimization NIPS 2015
Data Generation as Sequential Decision Making NIPS 2015
Robust Trajectory Optimization: A Cooperative Stochastic Game Theoretic Approach RSS 2015
Regularized Policy Gradients: Direct Variance Reduction in Policy Gradient Estimation ACML 2015
Non-Stationary Approximate Modified Policy Iteration ICML 2015
Universal Value Function Approximators ICML 2015
Rationality, Optimism and Guarantees in General Reinforcement Learning JMLR 2015
RLPy: A Value-Function-Based Reinforcement Learning Framework for Education and Research JMLR 2015