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Reinforcement Learning

9,982 papers (145 classified directly here)

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Papers (including subtopics)

CHD: Coupled Hierarchical Diffusion for Long-Horizon Tasks CoRL 2025 CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos CVPR 2025 CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries ICML 2025 CLASS: Contrastive Learning via Action Sequence Supervision for Robot Manipulation CoRL 2025 Client Selection for Federated Policy Optimization with Environment Heterogeneity JMLR 2025 CLIP-RT: Learning Language-Conditioned Robotic Policies from Natural Language Supervision RSS 2025 Clone-Robust AI Alignment ICML 2025 Closed-form Solutions: A New Perspective on Solving Differential Equations ICML 2025 Clustering Context in Off-Policy Evaluation AISTATS 2025 CoA-VLA: Improving Vision-Language-Action Models via Visual-Text Chain-of-Affordance ICCV 2025 CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ACL 2025 CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention ICML 2025 Co-Learning of Strategy and Structure Achieves Full Cooperation in Complex Networks with Dynamical Linking IJCAI 2025 COLLAGE: Adaptive Fusion-based Retrieval for Augmented Policy Learning CoRL 2025 ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization ICLR 2025 Combinatorial Reinforcement Learning with Preference Feedback ICML 2025 Combining Code Generating Large Language Models and Self-Play to Iteratively Refine Strategies in Games IJCAI 2025 Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling IJCAI 2025 Combining MORL with Restraining Bolts to Learn Normative Behaviour IJCAI 2025 COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping CoRL 2025 Comparing Comparisons: Informative and Easy Human Feedback with Distinguishability Queries ICML 2025 Comparing Few to Rank Many: Active Human Preference Learning Using Randomized Frank-Wolfe Method ICML 2025 ComposableNav: Instruction-Following Navigation in Dynamic Environments via Composable Diffusion CoRL 2025 Computationally Efficient RL under Linear Bellman Completeness for Deterministic Dynamics ICLR 2025 Concurrent Planning and Execution in Lifelong Multi-Agent Path Finding with Delay Probabilities AAAI 2025