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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

ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural Network IJCAI 2025
AlphaGAT: A Two-Stage Learning Approach for Adaptive Portfolio Selection IJCAI 2025
Counterfactual Explanations for Continuous Action Reinforcement Learning IJCAI 2025
Continuous-Time Reward Machines IJCAI 2025
Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization AACL 2025
MOERL: When Mixture-of-Experts Meet Reinforcement Learning for Adverse Weather Image Restoration ICCV 2025
Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction AACL 2025
InnateCoder: Learning Programmatic Options with Foundation Models IJCAI 2025
EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition EMNLP 2025
Can LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization COLING 2025
ReGraph: Learning to Reformulate Graph Encodings with Large Language Models AACL 2025
Simulate, Refine and Integrate: Strategy Synthesis for Efficient SMT Solving IJCAI 2025
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025
HOMIE: Humanoid Loco-Manipulation with Isomorphic Exoskeleton Cockpit RSS 2025
ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning EMNLP 2025
One fish, two fish, but not the whole sea: Alignment reduces language models’ conceptual diversity NAACL 2025
FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading ACL 2025
Exploration-Driven Reinforcement Learning for Expert Routing Improvement in Mixture-of-Experts Language Models EMNLP 2025
Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025
Real-Time Recurrent Reinforcement Learning AAAI 2025
Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition AAAI 2025
Training-free Generation of Temporally Consistent Rewards from VLMs ICCV 2025
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025
Convert Language Model into a Value-based Strategic Planner ACL 2025
Optimize Battery Control: A Multi-Objective Evolutionary Ensemble Reinforcement Learning Approach IJCAI 2025