policy optimization

Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning ICLR 2023 Direct Preference-based Policy Optimization without Reward Modeling NeurIPS 2023 Distributed Offline Policy Optimization Over Batch Data AISTATS 2023 Distributional Multi-Objective Decision Making IJCAI 2023 DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm ICML 2023 Efficient Diffusion Policies For Offline Reinforcement Learning NeurIPS 2023 Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization ICML 2023 Efficient Offline Policy Optimization with a Learned Model ICLR 2023 Ensemble Reinforcement Learning in Continuous Spaces -- A Hierarchical Multi-Step Approach for Policy Training IJCAI 2023 ERL-Re$^2$: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation ICLR 2023 Eventual Discounting Temporal Logic Counterfactual Experience Replay ICML 2023 Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games ICLR 2023 General Munchausen Reinforcement Learning with Tsallis Kullback-Leibler Divergence NeurIPS 2023 Heuristic Search for Multi-Objective Probabilistic Planning AAAI 2023 How to Fine-tune the Model: Unified Model Shift and Model Bias Policy Optimization NeurIPS 2023 Human-level Atari 200x faster ICLR 2023 Hybrid Policy Optimization from Imperfect Demonstrations NeurIPS 2023 Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning NeurIPS 2023 Improved Regret for Efficient Online Reinforcement Learning with Linear Function Approximation ICML 2023 Instance-Dependent Confidence and Early Stopping for Reinforcement Learning JMLR 2023 Iteratively Learn Diverse Strategies with State Distance Information NeurIPS 2023 Iterative Reachability Estimation for Safe Reinforcement Learning NeurIPS 2023 Latent exploration for Reinforcement Learning NeurIPS 2023 Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback NeurIPS 2023 Learning from Active Human Involvement through Proxy Value Propagation NeurIPS 2023