policy optimization

Learning to Suggest Breaks: Sustainable Optimization of Long-Term User Engagement ICML 2023 Levin Tree Search with Context Models IJCAI 2023 Linear Reinforcement Learning with Ball Structure Action Space ALT 2023 Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning ICML 2023 Low-Switching Policy Gradient with Exploration via Online Sensitivity Sampling ICML 2023 Making Better Decision by Directly Planning in Continuous Control ICLR 2023 Mind the Gap: Offline Policy Optimization for Imperfect Rewards ICLR 2023 Multi-Agent First Order Constrained Optimization in Policy Space NeurIPS 2023 Multi-Modal Inverse Constrained Reinforcement Learning from a Mixture of Demonstrations NeurIPS 2023 Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization NeurIPS 2023 On Controller Reduction in Linear Quadratic Gaussian Control with Performance Bounds L4DC 2023 On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes NeurIPS 2023 On the Relation between Policy Improvement and Off-Policy Minimum-Variance Policy Evaluation UAI 2023 Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation AAAI 2023 Optimal Decision Tree Policies for Markov Decision Processes IJCAI 2023 Optimal Exploration for Model-Based RL in Nonlinear Systems NeurIPS 2023 Optimistic Natural Policy Gradient: a Simple Efficient Policy Optimization Framework for Online RL NeurIPS 2023 Order Matters: Agent-by-agent Policy Optimization ICLR 2023 PAC-Bayesian Offline Contextual Bandits With Guarantees ICML 2023 Performative Reinforcement Learning ICML 2023 PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction AAAI 2023 Planning Multiple Epidemic Interventions with Reinforcement Learning IJCAI 2023 Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games ICML 2023 Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control NeurIPS 2023 Policy Space Diversity for Non-Transitive Games NeurIPS 2023