Reinforcement Learning

Convergence Analysis of Policy Gradient Methods with Dynamic Stochasticity ICML 2025 Convergence and Sample Complexity of Natural Policy Gradient Primal-Dual Methods for Constrained MDPs JMLR 2025 Convergence of Policy Mirror Descent Beyond Compatible Function Approximation ICML 2025 Convert Language Model into a Value-based Strategic Planner ACL 2025 Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning ICML 2025 ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning EMNLP 2025 Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL AAAI 2025 COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025 CordViP: Correspondence-based Visuomotor Policy for Dexterous Manipulation in Real-World RSS 2025 Correlated Proxies: A New Definition and Improved Mitigation for Reward Hacking ICLR 2025 Corrupted Learning Dynamics in Games COLT 2025 Corruption Robust Offline Reinforcement Learning with Human Feedback AISTATS 2025 Cost-aware Discovery of Contextual Failures using Bayesian Active Learning CoRL 2025 Cost-Aware Near-Optimal Policy Learning AAAI 2025 CoTD-PO: Chain-of-Thought Distillation with Preference Optimization EMNLP 2025 Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making ICML 2025 Counterfactual Explanations for Continuous Action Reinforcement Learning IJCAI 2025 Counterfactual Influence in Markov Decision Processes CLeaR 2025 Counterfactual Strategies for Markov Decision Processes IJCAI 2025 CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization EMNLP 2025 Craftium: Bridging Flexibility and Efficiency for Rich 3D Single- and Multi-Agent Environments ICML 2025 Credit Assignment and Fine-Tuning Enhanced Reinforcement Learning for Collaborative Spatial Crowdsourcing IJCAI 2025 CREStE: Scalable Mapless Navigation with Internet Scale Priors and Counterfactual Guidance RSS 2025 Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning CVPR 2025 Cross-Embodiment Dexterous Grasping with Reinforcement Learning ICLR 2025