Offline RL

CLUE: Calibrated Latent Guidance for Offline Reinforcement Learning CoRL 2023 Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization ICLR 2023 Conservative Offline Policy Adaptation in Multi-Agent Games NeurIPS 2023 Conservative State Value Estimation for Offline Reinforcement Learning NeurIPS 2023 Constrained Decision Transformer for Offline Safe Reinforcement Learning ICML 2023 Constrained Policy Optimization with Explicit Behavior Density For Offline Reinforcement Learning NeurIPS 2023 Context Shift Reduction for Offline Meta-Reinforcement Learning NeurIPS 2023 Continuous-Time Decision Transformer for Healthcare Applications AISTATS 2023 Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning ICML 2023 Contrastive Example-Based Control L4DC 2023 Contrastive Value Learning: Implicit Models for Simple Offline RL CoRL 2023 Coordinate Ascent for Off-Policy RL with Global Convergence Guarantees AISTATS 2023 CORL: Research-oriented Deep Offline Reinforcement Learning Library NeurIPS 2023 Corruption-Robust Offline Reinforcement Learning with General Function Approximation NeurIPS 2023 Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation NeurIPS 2023 Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning NeurIPS 2023 DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning AAAI 2023 Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models NeurIPS 2023 Decision Transformer under Random Frame Dropping ICLR 2023 Deep Off-Policy Iterative Learning Control L4DC 2023 Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization NeurIPS 2023 Dichotomy of Control: Separating What You Can Control from What You Cannot ICLR 2023 Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards ICML 2023 Diffused Task-Agnostic Milestone Planner NeurIPS 2023 Direct Preference-based Policy Optimization without Reward Modeling NeurIPS 2023