policy search

Optimizing Energy Production Using Policy Search and Predictive State Representations NeurIPS 2014 Probabilistic Differential Dynamic Programming NeurIPS 2014 Using Trajectory Data to Improve Bayesian Optimization for Reinforcement Learning JMLR 2014 Average Reward Optimization Objective In Partially Observable Domains ICML 2013 Guided Policy Search ICML 2013 Online learning in episodic Markovian decision processes by relative entropy policy search NeurIPS 2013 Optimizing Instructional Policies NeurIPS 2013 Projected Natural Actor-Critic NeurIPS 2013 Q-learning for history-based reinforcement learning ACML 2013 Variational Policy Search via Trajectory Optimization NeurIPS 2013 Algorithms for Learning Markov Field Policies NeurIPS 2012 A Unifying Perspective of Parametric Policy Search Methods for Markov Decision Processes NeurIPS 2012 Variational Bayesian Optimization for Runtime Risk-Sensitive Control RSS 2012 Weighted Likelihood Policy Search with Model Selection NeurIPS 2012 On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient NeurIPS 2010 Policy search via the signed derivative RSS 2009 Policy Search for Motor Primitives in Robotics NeurIPS 2008 Bayes-Adaptive POMDPs NeurIPS 2007 Bayesian Policy Learning with Trans-Dimensional MCMC NeurIPS 2007 Learning Operational Space Control RSS 2006 Sample Complexity of Policy Search with Known Dynamics NeurIPS 2006 Policy Search using Paired Comparisons JMLR 2002