Reinforcement Learning

Misspecified Q-Learning with Sparse Linear Function Approximation: Tight Bounds on Approximation Error ICLR 2025 Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization ICLR 2025 Mitigating Plasticity Loss in Continual Reinforcement Learning by Reducing Churn ICML 2025 MobileH2R: Learning Generalizable Human to Mobile Robot Handover Exclusively from Scalable and Diverse Synthetic Data CVPR 2025 Model-Based Exploration in Monitored Markov Decision Processes ICML 2025 Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning ICLR 2025 Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds ICLR 2025 ModelDiff: Symbolic Dynamic Programming for Model-Aware Policy Transfer in Deep Q-Learning AAAI 2025 Model predictive control is almost optimal for restless bandits COLT 2025 Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence ICML 2025 ModSkill: Physical Character Skill Modularization ICCV 2025 Modular Deep Reinforcement Learning for Multi-Workload Offloading in Edge Networks IJCAI 2025 MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning ICML 2025 MOHITO: Multi-Agent Reinforcement Learning using Hypergraphs for Task-Open Systems UAI 2025 MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking ICML 2025 Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport ICML 2025 Morph: A Motion-free Physics Optimization Framework for Human Motion Generation ICCV 2025 Morpheus: A Neural-driven Animatronic Face with Hybrid Actuation and Diverse Emotion Control RSS 2025 Morphologically Symmetric Reinforcement Learning for Ambidextrous Bimanual Manipulation CoRL 2025 Motion Priors Reimagined: Adapting Flat-Terrain Skills for Complex Quadruped Mobility CoRL 2025 Move to Understand a 3D Scene: Bridging Visual Grounding and Exploration for Efficient and Versatile Embodied Navigation ICCV 2025 MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment ICML 2025 MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory ICLR 2025 MSMAR-RL: Multi-Step Masked-Attention Recovery Reinforcement Learning for Safe Maneuver Decision in High-Speed Pursuit-Evasion Game IJCAI 2025 Multi-Agent Communication with Information Preserving Graph Contrastive Learning IJCAI 2025