reinforcement learning

Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates EMNLP 2025 Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025 Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ACL 2025 Marginal Benefit Driven RL Teacher for Unsupervised Environment Design AAAI 2025 Mastering Multi-Drone Volleyball through Hierarchical Co-Self-Play Reinforcement Learning CoRL 2025 Measuring And Improving Engagement of Text-to-Image Generation Models ICLR 2025 ME: Modelling Ethical Values for Value Alignment AAAI 2025 MetaUrban: An Embodied AI Simulation Platform for Urban Micromobility ICLR 2025 MiniELM: A Lightweight and Adaptive Query Rewriting Framework for E-Commerce Search Optimization ACL 2025 Minority-Aware Satisfaction Estimation in Dialogue Systems via Preference-Adaptive Reinforcement Learning IJCNLP 2025 Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025 Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout ICLR 2025 Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning ICLR 2025 ModSkill: Physical Character Skill Modularization ICCV 2025 MOERL: When Mixture-of-Experts Meet Reinforcement Learning for Adverse Weather Image Restoration ICCV 2025 MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking ICML 2025 Monte Carlo Planning with Large Language Model for Text-Based Game Agents ICLR 2025 Moral Alignment for LLM Agents ICLR 2025 More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives ACL 2025 Morph: A Motion-free Physics Optimization Framework for Human Motion Generation ICCV 2025 Morphologically Symmetric Reinforcement Learning for Ambidextrous Bimanual Manipulation CoRL 2025 MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety EMNLP 2025 MSMAR-RL: Multi-Step Masked-Attention Recovery Reinforcement Learning for Safe Maneuver Decision in High-Speed Pursuit-Evasion Game IJCAI 2025 MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning EMNLP 2025 Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity AAAI 2025