Reinforcement Learning

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025 Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025 Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support EMNLP 2025 AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 2025 Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025 AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025 A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users EMNLP 2025 AI-Driven Multicultural Identity Preservation AAAI 2025 AI-Driven Personalized Fall Prevention for Older Adults AAAI 2025 AI-Powered Algorithm-Centric Quantum Processor Topology Design AAAI 2025 AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning AAAI 2025 Aligning to What? Limits to RLHF Based Alignment NAACL 2025 Alignment with Fill-In-the-Middle for Enhancing Code Generation EMNLP 2025 AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors AAAI 2025 Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment EMNLP 2025 AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time EMNLP 2025 Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization EMNLP 2025 An Analysis of Scoring Methods for Reranking in Large Language Model Story Generation NAACL 2025 AoI-MDP: An AoI Optimized Markov Decision Process Dedicated in the Underwater Task (Student Abstract) AAAI 2025 APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025 Approximated Variational Bayesian Inverse Reinforcement Learning for Large Language Model Alignment AAAI 2025 A Practical Analysis of Human Alignment with *PO NAACL 2025 A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy EMNLP 2025 A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment ACL 2025 Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025