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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

Convert Language Model into a Value-based Strategic Planner ACL 2025
iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025
Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning ICCV 2025
Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search ACL 2025
ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues ACL 2025
Reinforcement Learning-Guided Data Selection via Redundancy Assessment ICCV 2025
Boosting MLLM Reasoning with Text-Debiased Hint-GRPO ICCV 2025
Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models EMNLP 2025
PROGRESSOR: A Perceptually Guided Reward Estimator with Self-Supervised Online Refinement ICCV 2025
GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training ICCV 2025
CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards EMNLP 2025
Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling ACL 2025
RTADev: Intention Aligned Multi-Agent Framework for Software Development ACL 2025
MOERL: When Mixture-of-Experts Meet Reinforcement Learning for Adverse Weather Image Restoration ICCV 2025
Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025
Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025
Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation EMNLP 2025
GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill CVPR 2025
DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics ACL 2025
CEAES: Bidirectional Reinforcement Learning Optimization for Consistent and Explainable Essay Assessment ACL 2025
Can GRPO Boost Complex Multimodal Table Understanding? EMNLP 2025
MuTIS: Enhancing Reasoning Efficiency through Multi Turn Intervention Sampling in Reinforcement Learning EMNLP 2025
EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation AACL 2025
Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025
Steering LLM Reasoning Through Bias-Only Adaptation EMNLP 2025