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policy gradient

518 papers

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Also known as

SPG A3C CPGA DPG VPG PG

Co-occurring keywords

reinforcement learning (4122) variance reduction (520) deep reinforcement learning (903) continuous control (246) sample efficiency (469) markov decision process (788) policy optimization (630) sample complexity (1158) off-policy learning (227) multi-agent reinforcement learning (534)

Papers

Adaptive Batch Size for Safe Policy Gradients NIPS 2017
Compatible Reward Inverse Reinforcement Learning NIPS 2017
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NIPS 2017
Teaching Machines to Describe Images with Natural Language Feedback NIPS 2017
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR 2017
Bayesian Policy Gradient and Actor-Critic Algorithms JMLR 2016
Model-Free Imitation Learning with Policy Optimization ICML 2016
Guided Policy Search via Approximate Mirror Descent NIPS 2016
Benchmarking Deep Reinforcement Learning for Continuous Control ICML 2016
Adaptive optimal training of animal behavior NIPS 2016
Regularized Policy Gradients: Direct Variance Reduction in Policy Gradient Estimation ACML 2015
Sample Complexity Bounds for Iterative Stochastic Policy Optimization NIPS 2015
Policy Gradient for Coherent Risk Measures NIPS 2015
Trust Region Policy Optimization ICML 2015
Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret ICML 2015
Learning Continuous Control Policies by Stochastic Value Gradients NIPS 2015
Bias in Natural Actor-Critic Algorithms ICML 2014
Algorithms for CVaR Optimization in MDPs NIPS 2014
Online Multi-Task Learning for Policy Gradient Methods ICML 2014
Actor-Critic Algorithms for Risk-Sensitive MDPs NIPS 2013
Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result NIPS 2013
Adaptive Step-Size for Policy Gradient Methods NIPS 2013
Integrating a Partial Model into Model Free Reinforcement Learning JMLR 2012
Analysis and Improvement of Policy Gradient Estimation NIPS 2011
Improving Policy Gradient Estimates with Influence Information ACML 2011