Reinforcement Learning

Offline Multi-task Transfer RL with Representational Penalization AISTATS 2025 Offline Opponent Modeling with Truncated Q-driven Instant Policy Refinement ICML 2025 Offline Reinforcement Learning for LLM Multi-step Reasoning ACL 2025 Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics ICLR 2025 Offline RL via Feature-Occupancy Gradient Ascent AISTATS 2025 Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood ICLR 2025 Offline Safe Reinforcement Learning Using Trajectory Classification AAAI 2025 Offline-to-Online Reinforcement Learning with Classifier-Free Diffusion Generation ICML 2025 Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation ICML 2025 Off-Policy Evaluation under Nonignorable Missing Data ICML 2025 Off Policy Lyapunov Stability in Reinforcement Learning CoRL 2025 Of Mice and Machines: A Comparison of Learning Between Real World Mice and RL Agents ICML 2025 OGBench: Benchmarking Offline Goal-Conditioned RL ICLR 2025 O-MAPL: Offline Multi-agent Preference Learning ICML 2025 Omni-Angle Assault: An Invisible and Powerful Physical Adversarial Attack on Face Recognition ICML 2025 On Corruption-Robustness in Performative Reinforcement Learning AAAI 2025 On-Device Diffusion Transformer Policy for Efficient Robot Manipulation ICCV 2025 One Encoder to Rule them All: Representation Learning for Model-free Visual Reinforcement Learning using Fourier Neural Operators ICCV 2025 One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025 One Planner To Guide Them All ! Learning Adaptive Conversational Planners for Goal-oriented Dialogues EMNLP 2025 On Generalization Across Environments In Multi-Objective Reinforcement Learning ICLR 2025 Online Clustering of Dueling Bandits ICML 2025 Online Competitive Information Gathering for Partially Observable Trajectory Games RSS 2025 Online Learning in Risk Sensitive constrained MDP ICML 2025 Online Learning with Unknown Constraints ICML 2025