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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

Optimizing Gene-Based Testing for Antibiotic Resistance Prediction AAAI 2025
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025
Optimizing Heat Alert Issuance with Reinforcement Learning AAAI 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
Touch2Shape: Touch-Conditioned 3D Diffusion for Shape Exploration and Reconstruction CVPR 2025
REM: A Scalable Reinforced Multi-Expert Framework for Multiplex Influence Maximization AAAI 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
Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems AAAI 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
Neural Motion Simulator Pushing the Limit of World Models in Reinforcement Learning CVPR 2025
RaSS: Improving Denoising Diffusion Samplers with Reinforced Active Sampling Scheduler CVPR 2025
LNS2+RL: Combining Multi-agent Reinforcement Learning with Large Neighborhood Search in Multi-agent Path Finding AAAI 2025
Intelligent OPC Engineer Assistant for Semiconductor Manufacturing AAAI 2025
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025
Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning AAAI 2025
Stop Diverse OOD Attacks: Knowledge Ensemble for Reliable Defense AAAI 2025
bea-jh at BEA 2025 Shared Task: Evaluating AI-powered Tutors through Pedagogically-Informed Reasoning ACL 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
Query-efficient Attack for Black-box Image Inpainting Forensics via Reinforcement Learning AAAI 2025
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025
Direct Repair Optimization: Training Small Language Models For Educational Program Repair Improves Feedback ACL 2025
Forward KL Regularized Preference Optimization for Aligning Diffusion Policies AAAI 2025