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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

Prior Prompt Engineering for Reinforcement Fine-Tuning EMNLP 2025
Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates EMNLP 2025
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning EMNLP 2025
BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning AAAI 2025
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning EMNLP 2025
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems AAAI 2025
WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025
Playpen: An Environment for Exploring Learning From Dialogue Game Feedback EMNLP 2025
Token-level Proximal Policy Optimization for Query Generation EMNLP 2025
Auto-Weighted Group Relative Preference Optimization for Multi-Objective Text Generation Tasks EMNLP 2025
AdsQA: Towards Advertisement Video Understanding ICCV 2025
RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning EMNLP 2025
DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding ICCV 2025
In-Context Policy Adaptation via Cross-Domain Skill Diffusion AAAI 2025
RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs AAAI 2025
Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening EMNLP 2025
Embodied Navigation with Auxiliary Task of Action Description Prediction ICCV 2025
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025
LLM Stinger: Jailbreaking LLMs Using RL Fine-Tuned LLMs (Student Abstract) AAAI 2025
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization ICCV 2025
Let’s Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM’s Math Capability EMNLP 2025
ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract) AAAI 2025
Group-Aware Reinforcement Learning for Output Diversity in Large Language Models EMNLP 2025
Human-Object Interaction from Human-Level Instructions ICCV 2025
VQ-VLA: Improving Vision-Language-Action Models via Scaling Vector-Quantized Action Tokenizers ICCV 2025