policy optimization

Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy AAAI 2020 Bidirectional Model-based Policy Optimization ICML 2020 Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model NeurIPS 2020 BRPO: Batch Residual Policy Optimization IJCAI 2020 Characterizing Optimal Mixed Policies: Where to Intervene and What to Observe NeurIPS 2020 Compositional Transfer in Hierarchical Reinforcement Learning RSS 2020 Constrained Markov Decision Processes via Backward Value Functions ICML 2020 Constrained Policy Improvement for Efficient Reinforcement Learning IJCAI 2020 Constrained Reinforcement Learning via Policy Splitting ACML 2020 Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning ICML 2020 Cost-Effective Incentive Allocation via Structured Counterfactual Inference AAAI 2020 Critic Regularized Regression NeurIPS 2020 Decisions, Counterfactual Explanations and Strategic Behavior NeurIPS 2020 Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization AAAI 2020 Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems JMLR 2020 Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach L4DC 2020 Dynamic Regret of Policy Optimization in Non-Stationary Environments NeurIPS 2020 Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization NeurIPS 2020 Efficiently Solving MDPs with Stochastic Mirror Descent ICML 2020 Empirical Likelihood for Contextual Bandits NeurIPS 2020 Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination ICML 2020 Explicit Gradient Learning for Black-Box Optimization ICML 2020 Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots RSS 2020 Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning CoRL 2020 How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization NeurIPS 2020