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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning EMNLP 2025
Simple Policy Optimization ICML 2025
Large Language Models with Reinforcement Learning from Human Feedback Approach for Enhancing Explainable Sexism Detection COLING 2025
NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning EMNLP 2025
Aligning LLMs with Individual Preferences via Interaction COLING 2025
WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025
Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning NSDI 2025
PIRsuader: A Persuasive Chatbot for Mitigating Psychological Insulin Resistance in Type-2 Diabetic Patients COLING 2025
In-Context Reinforcement Learning with Retrieval-Augmented Generation for Text-to-SQL COLING 2025
Can LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization COLING 2025
A Collaborative Reasoning Framework Powered by Reinforcement Learning and Large Language Models for Complex Questions Answering over Knowledge Graph COLING 2025
Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles ACL 2025
DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics ACL 2025
Bone Soups: A Seek-and-Soup Model Merging Approach for Controllable Multi-Objective Generation ACL 2025
Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling ACL 2025
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025
CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025
Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward CVPR 2025
Representation-driven Option Discovery in Reinforcement Learning AAAI 2025
Semi-Markovian Planning to Coordinate Aerial and Maritime Medical Evacuation Platforms AAAI 2025
A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial AAAI 2025
Enhancing Predictive Healthcare Using AI-Driven Early Warning Systems AAAI 2025
Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025