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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

Improving NMT Models by Retrofitting Quality Estimators into Trainable Energy Loss COLING 2025
CALM: Curiosity-Driven Auditing for Large Language Models AAAI 2025
Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025
Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition EMNLP 2025
VLP: Vision-Language Preference Learning for Embodied Manipulation EMNLP 2025
SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models EMNLP 2025
Teaching Language Models To Gather Information Proactively EMNLP 2025
A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images COLING 2025
Touch2Shape: Touch-Conditioned 3D Diffusion for Shape Exploration and Reconstruction CVPR 2025
A Knowledge Graph Reasoning-Based Model for Computerized Adaptive Testing COLING 2025
RaSS: Improving Denoising Diffusion Samplers with Reinforced Active Sampling Scheduler CVPR 2025
Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning CVPR 2025
PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis ACL 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward CVPR 2025
Incorporating Review-missing Interactions for Generative Explainable Recommendation COLING 2025
Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning EMNLP 2025
KazBench-KK: A Cultural-Knowledge Benchmark for Kazakh ACL 2025
Neural Motion Simulator Pushing the Limit of World Models in Reinforcement Learning CVPR 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025
Playpen: An Environment for Exploring Learning From Dialogue Game Feedback EMNLP 2025
Convert Language Model into a Value-based Strategic Planner ACL 2025
ControlMed: Adding Reasoning Control to Medical Language Model AACL 2025
ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues ACL 2025
R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning EMNLP 2025