Reinforcement Learning

AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments ACL 2025 AgentMixer: Multi-Agent Correlated Policy Factorization AAAI 2025 AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving EMNLP 2025 AgentWorld: An Interactive Simulation Platform for Scene Construction and Mobile Robotic Manipulation CoRL 2025 A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images COLING 2025 AI-Driven Multicultural Identity Preservation AAAI 2025 AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N ICML 2025 AimBot: A Simple Auxiliary Visual Cue to Enhance Spatial Awareness of Visuomotor Policies CoRL 2025 AI-Powered Algorithm-Centric Quantum Processor Topology Design AAAI 2025 AirExo-2: Scaling up Generalizable Robotic Imitation Learning with Low-Cost Exoskeletons CoRL 2025 AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning AAAI 2025 A Knowledge Graph Reasoning-Based Model for Computerized Adaptive Testing COLING 2025 A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks ICML 2025 Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025 All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising CVPR 2025 A low-cost and lightweight 6 DoF bimanual arm for dynamic and contact-rich manipulation RSS 2025 AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization ICML 2025 AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors AAAI 2025 AlphaGAT: A Two-Stage Learning Approach for Adaptive Portfolio Selection IJCAI 2025 AlphaPO: Reward Shape Matters for LLM Alignment ICML 2025 AlphaQCM: Alpha Discovery in Finance with Distributional Reinforcement Learning ICML 2025 AMAN: Agent for Mentoring and Assisting Newbies in MMORPG COLING 2025 Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization EMNLP 2025 AMO: Adaptive Motion Optimization for Hyper-Dexterous Humanoid Whole-Body Control RSS 2025 A Model of Place Field Reorganization During Reward Maximization ICML 2025