reinforcement learning

One fish, two fish, but not the whole sea: Alignment reduces language models’ conceptual diversity NAACL 2025 One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025 Online Iterative Self-Alignment for Radiology Report Generation ACL 2025 Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization IJCNLP 2025 Online Preference Alignment for Language Models via Count-based Exploration ICLR 2025 On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation ACL 2025 On Shallow Planning Under Partial Observability AAAI 2025 On Targeted Manipulation and Deception when Optimizing LLMs for User Feedback ICLR 2025 On the Adversarial Robustness of Multi-Kernel Clustering ICML 2025 On the Convergence of Projected Policy Gradient for Any Constant Step Sizes JMLR 2025 On the Modeling Capabilities of Large Language Models for Sequential Decision Making ICLR 2025 OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025 Optimal and learned algorithms for the online list update problem with Zipfian accesses ALT 2025 Optimal Viewpoint Selection for Autonomous Photography Using Reinforcement Learning AAAI 2025 Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics EMNLP 2025 Optimize Battery Control: A Multi-Objective Evolutionary Ensemble Reinforcement Learning Approach IJCAI 2025 Optimizing CLAP Reward with LLM Feedback for Semantically Aligned and Diverse Automated Audio Captioning Interspeech 2025 Optimizing Decomposition for Optimal Claim Verification ACL 2025 Optimizing Gene-Based Testing for Antibiotic Resistance Prediction AAAI 2025 Optimizing Heat Alert Issuance with Reinforcement Learning AAAI 2025 Optimizing Language Models for Inference Time Objectives using Reinforcement Learning ICML 2025 Optimizing the Battery-Swapping Problem in Urban E-Bike Systems with Reinforcement Learning IJCAI 2025 Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025 OptionZero: Planning with Learned Options ICLR 2025 Outcome-Based Semifactuals for Reinforcement Learning ACML 2025