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

Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL EMNLP 2025

GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025

The Impact of Language Mixing on Bilingual LLM Reasoning EMNLP 2025

PRED: Performance-oriented Random Early Detection for Consistently Stable Performance in Datacenters NSDI 2025

NaviFormer: A Spatio-Temporal Context-Aware Transformer for Object Navigation AAAI 2025

Using LLMs to improve RL policies in personalized health adaptive interventions NAACL 2025

SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025

Positive Text Reframing under Multi-strategy Optimization COLING 2025

Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation CVPR 2025

Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning AAAI 2025

Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training ACL 2025

Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation EMNLP 2025

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression AAAI 2025

Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025

MOERL: When Mixture-of-Experts Meet Reinforcement Learning for Adverse Weather Image Restoration ICCV 2025

GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training ICCV 2025

PROGRESSOR: A Perceptually Guided Reward Estimator with Self-Supervised Online Refinement ICCV 2025

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO ICCV 2025

Reinforcement Learning-Guided Data Selection via Redundancy Assessment ICCV 2025

Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning ICCV 2025

iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025

RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation ICCV 2025

Training-free Generation of Temporally Consistent Rewards from VLMs ICCV 2025

More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives ACL 2025

Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues ACL 2025