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reinforcement learning

4122 papers

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Also known as

RL REINFORCE

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