Reinforcement Learning

Ask Optimal Questions: Aligning Large Language Models with Retriever’s Preference in Conversation NAACL 2025 ASP-Driven Emergency Planning for Norm Violations in Reinforcement Learning AAAI 2025 A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025 Asymptotic Extinction in Large Coordination Games AAAI 2025 Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis ICLR 2025 Atomic Consistency Preference Optimization for Long-Form Question Answering IJCNLP 2025 Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis UAI 2025 A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs JMLR 2025 AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025 Automated Proof of Polynomial Inequalities via Reinforcement Learning CVPR 2025 Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation AAAI 2025 Auto-Weighted Group Relative Preference Optimization for Multi-Objective Text Generation Tasks EMNLP 2025 Axioms for AI Alignment from Human Feedback AAAI 2025 BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step COLING 2025 Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning ACL 2025 BAMDP Shaping: a Unified Framework for Intrinsic Motivation and Reward Shaping ICLR 2025 Bandit Based Attention Mechanism in Vision Transformers WACV 2025 bea-jh at BEA 2025 Shared Task: Evaluating AI-powered Tutors through Pedagogically-Informed Reasoning ACL 2025 Behaviour Preference Regression for Offline Reinforcement Learning AAAI 2025 Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning EMNLP 2025 Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs EMNLP 2025 Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems EMNLP 2025 Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents EMNLP 2025 Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning EMNLP 2025 Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models NAACL 2025