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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

Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025
LNS2+RL: Combining Multi-agent Reinforcement Learning with Large Neighborhood Search in Multi-agent Path Finding AAAI 2025
PASD: A Pixel-Adaptive Swarm Dynamics Approach for Unsupervised Low-Light Image Enhancement ICCV 2025
Breaking Barriers: A Paradigm Shift in Technology Accessibility for Individuals with Physical Disabilities AAAI 2025
Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025
Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems AAAI 2025
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment NAACL 2025
GENTEEL-NEGOTIATOR: LLM-Enhanced Mixture-of-Expert-Based Reinforcement Learning Approach for Polite Negotiation Dialogue AAAI 2025
RL + Transformer = A General-Purpose Problem Solver ACL 2025
REM: A Scalable Reinforced Multi-Expert Framework for Multiplex Influence Maximization AAAI 2025
Cold Starts and Hard Cases: A Two-Stage SFT-RLVR Approach for Legal Machine Translation (Just-NLP L-MT shared task) AACL 2025
To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning AAAI 2025
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025
Optimizing Heat Alert Issuance with Reinforcement Learning AAAI 2025
Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations NAACL 2025
Optimizing Gene-Based Testing for Antibiotic Resistance Prediction AAAI 2025
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025
Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025
Integrating Symbolic Execution into the Fine-Tuning of Code-Generating LLMs NAACL 2025
FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading ACL 2025
COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025
“AlphAI”: Teaching AI Algorithms to K12 by Training Learning Robots and Visualizing How It Works AAAI 2025
A Budget Recipe for Finetuning a Long-form Legal Summarization Model IJCNLP 2025
Towards Better Robot Learners: Leveraging Implicit and Explicit Human Feedback Together in Human Robot Interactions AAAI 2025
On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation ACL 2025