reinforcement learning

Training Language Models to Critique With Multi-agent Feedback EMNLP 2025 Training Language Model to Critique for Better Refinement ACL 2025 Training Medical QA Models Based on Mixed Rewards from Multiple-Choice and Open-Ended Questions EMNLP 2025 Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning CVPR 2025 Transformer-based Reinforcement Learning for Net Ordering in Detailed Routing IJCAI 2025 Transformer-Squared: Self-adaptive LLMs ICLR 2025 TreeRL: LLM Reinforcement Learning with On-Policy Tree Search ACL 2025 Truncated Gaussian Policy for Debiased Continuous Control AAAI 2025 Tunable LLM-based Proactive Recommendation Agent ACL 2025 TWIST: Teleoperated Whole-Body Imitation System CoRL 2025 UACOF: A USV-AUV Collaboration Framework for Underwater Tasks Under Extreme Sea Conditions (Student Abstract) AAAI 2025 UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ACL 2025 Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025 Unfamiliar Finetuning Examples Control How Language Models Hallucinate NAACL 2025 UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP ICLR 2025 UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping CVPR 2025 Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference EMNLP 2025 Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems AAAI 2025 Unleashing the Reasoning Potential of LLMs by Critique Fine-Tuning on One Problem EMNLP 2025 UnrealZoo: Enriching Photo-realistic Virtual Worlds for Embodied AI ICCV 2025 Using LLMs to improve RL policies in personalized health adaptive interventions NAACL 2025 Variational Adversarial Training Towards Policies with Improved Robustness AISTATS 2025 VEHME: A Vision-Language Model For Evaluating Handwritten Mathematics Expressions EMNLP 2025 VerIF: Verification Engineering for Reinforcement Learning in Instruction Following EMNLP 2025 Versatile Loco-Manipulation through Flexible Interlimb Coordination CoRL 2025