Methods

Diversity-Aware Reinforcement Learning for de novo Drug Design IJCAI 2025 Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization ICML 2025 Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning ICML 2025 Diving into Self-Evolving Training for Multimodal Reasoning ICML 2025 DiWA: Diffusion Policy Adaptation with World Models CoRL 2025 DOGlove: Dexterous Manipulation with a Low-Cost Open-Source Haptic Force Feedback Glove RSS 2025 Doubly Optimal Policy Evaluation for Reinforcement Learning ICLR 2025 Doubly Robust Fusion of Many Treatments for Policy Learning ICML 2025 Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective ICML 2025 DPO Meets PPO: Reinforced Token Optimization for RLHF ICML 2025 DSBRouter: End-to-end Global Routing via Diffusion Schrödinger Bridge ICML 2025 Dual-Agent Reinforcement Learning for Automated Feature Generation IJCAI 2025 DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback AAAI 2025 DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation AAAI 2025 Dynamic Rank Adjustment in Diffusion Policies for Efficient and Flexible Training RSS 2025 Dynamic Uncertainty Estimation for Offline Reinforcement Learning AAAI 2025 DynaMind: Reasoning over Abstract Video Dynamics for Embodied Decision-Making ICML 2025 EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization ICML 2025 Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs ICLR 2025 Efficient Active Imitation Learning with Random Network Distillation ICLR 2025 Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025 Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation AAAI 2025 Efficient Cross-Episode Meta-RL ICLR 2025 Efficient Discovery of Pareto Front for Multi-Objective Reinforcement Learning ICLR 2025 Efficient Diversity-based Experience Replay for Deep Reinforcement Learning IJCAI 2025