reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025

OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025

RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation EMNLP 2025

DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding ICCV 2025

KIPPO: Koopman-Inspired Proximal Policy Optimization IJCAI 2025

GTA: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models EMNLP 2025

Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning EMNLP 2025

CodeContests+: High-Quality Test Case Generation for Competitive Programming EMNLP 2025

Survey on Strategic Mining in Blockchain: A Reinforcement Learning Approach IJCAI 2025

EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025

The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning IJCAI 2025

InnateCoder: Learning Programmatic Options with Foundation Models IJCAI 2025

Simulate, Refine and Integrate: Strategy Synthesis for Efficient SMT Solving IJCAI 2025

Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey IJCAI 2025

Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG EMNLP 2025

Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards CVPR 2025

Automated Proof of Polynomial Inequalities via Reinforcement Learning CVPR 2025

Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025

ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural Network IJCAI 2025

Robustness to Spurious Correlations via Dynamic Knowledge Transfer IJCAI 2025

Embodied Navigation with Auxiliary Task of Action Description Prediction ICCV 2025

Teaching Models to Improve on Tape AAAI 2025

MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety EMNLP 2025

Continuous-Time Reward Machines IJCAI 2025

AlphaGAT: A Two-Stage Learning Approach for Adaptive Portfolio Selection IJCAI 2025