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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

AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025
Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning NAACL 2025
Revisiting Fairness in Multitask Learning: A Performance-Driven Approach for Variance Reduction CVPR 2025
ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural Network IJCAI 2025
Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG EMNLP 2025
Cold Starts and Hard Cases: A Two-Stage SFT-RLVR Approach for Legal Machine Translation (Just-NLP L-MT shared task) IJCNLP 2025
Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL ACL 2025
SkillMimic: Learning Basketball Interaction Skills from Demonstrations CVPR 2025
AlphaGAT: A Two-Stage Learning Approach for Adaptive Portfolio Selection IJCAI 2025
RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression CVPR 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025
Simple Policy Optimization ICML 2025
Demonstrating GPU Parallelized Robot Simulation and Rendering for Generalizable Embodied AI with ManiSkill3 RSS 2025
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning EMNLP 2025
Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems IJCAI 2025
Enhancing multi-modal Relation Extraction with Reinforcement Learning Guided Graph Diffusion Framework COLING 2025
Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning NSDI 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025
Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning EMNLP 2025
HLMTrans: A Sim-to-Real Transfer Framework for Spatial Crowdsourcing with Human-Guided Language Models IJCAI 2025
Temporal Consistency Constrained Transferable Adversarial Attacks with Background Mixup for Action Recognition IJCAI 2025
A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images COLING 2025
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models EMNLP 2025
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025
Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting IJCAI 2025