policy gradient

Actor-Critic Algorithms for Risk-Sensitive MDPs NeurIPS 2013 Adaptive Step-Size for Policy Gradient Methods NeurIPS 2013 Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result NeurIPS 2013 Integrating a Partial Model into Model Free Reinforcement Learning JMLR 2012 Analysis and Improvement of Policy Gradient Estimation NeurIPS 2011 A reinterpretation of the policy oscillation phenomenon in approximate policy iteration NeurIPS 2011 Improving Policy Gradient Estimates with Influence Information ACML 2011 Policy Gradient Coagent Networks NeurIPS 2011 A Convergent Online Single Time Scale Actor Critic Algorithm JMLR 2010 Adaptive Step-size Policy Gradients with Average Reward Metric ACML 2010 Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks NeurIPS 2010 On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient NeurIPS 2010 Policy gradients in linearly-solvable MDPs NeurIPS 2010 PyBrain JMLR 2010 Reward Design via Online Gradient Ascent NeurIPS 2010 A Generalized Natural Actor-Critic Algorithm NeurIPS 2009 Code-specific policy gradient rules for spiking neurons NeurIPS 2009 Policy search via the signed derivative RSS 2009 Particle Filter-based Policy Gradient in POMDPs NeurIPS 2008 Policy Search for Motor Primitives in Robotics NeurIPS 2008 Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms NeurIPS 2008 Incremental Natural Actor-Critic Algorithms NeurIPS 2007 Bayesian Policy Gradient Algorithms NeurIPS 2006 Natural Actor-Critic for Road Traffic Optimisation NeurIPS 2006 Policy Gradient in Continuous Time JMLR 2006