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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

Policy Gradient Coagent Networks NIPS 2011
A reinterpretation of the policy oscillation phenomenon in approximate policy iteration NIPS 2011
PyBrain JMLR 2010
Policy gradients in linearly-solvable MDPs NIPS 2010
Adaptive Step-size Policy Gradients with Average Reward Metric ACML 2010
A Convergent Online Single Time Scale Actor Critic Algorithm JMLR 2010
On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient NIPS 2010
Reward Design via Online Gradient Ascent NIPS 2010
A Generalized Natural Actor-Critic Algorithm NIPS 2009
Policy search via the signed derivative RSS 2009
Code-specific policy gradient rules for spiking neurons NIPS 2009
Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms NIPS 2008
Particle Filter-based Policy Gradient in POMDPs NIPS 2008
Incremental Natural Actor-Critic Algorithms NIPS 2007
Natural Actor-Critic for Road Traffic Optimisation NIPS 2006
Policy Gradient in Continuous Time JMLR 2006
Bayesian Policy Gradient Algorithms NIPS 2006
Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning JMLR 2004