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Reinforcement Learning

1263 directly classified papers

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Papers

LookAlike: Consistent Distractor Generation in Math MCQs ACL 2025
Direct Repair Optimization: Training Small Language Models For Educational Program Repair Improves Feedback ACL 2025
Selective Preference Optimization via Token-Level Reward Function Estimation EMNLP 2025
Contrastive Representation for Interactive Recommendation AAAI 2025
Highly Imperceptible Black-Box Graph Injection Attacks with Reinforcement Learning AAAI 2025
Leveraging Constraint Violation Signals for Action Constrained Reinforcement Learning AAAI 2025
DreamAlign: Dynamic Text-to-3D Optimization with Human Preference Alignment AAAI 2025
Thinking Out Loud: Do Reasoning Models Know When They’re Right? EMNLP 2025
RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution EMNLP 2025
SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models EMNLP 2025
VQ-VLA: Improving Vision-Language-Action Models via Scaling Vector-Quantized Action Tokenizers ICCV 2025
MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization ICCV 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences ICCV 2025
Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025
Diffusion Guided Adaptive Augmentation for Generalization in Visual Reinforcement Learning ICCV 2025
RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation ICCV 2025
FlowPolicy: Enabling Fast and Robust 3D Flow-Based Policy via Consistency Flow Matching for Robot Manipulation AAAI 2025
POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025
The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards AAAI 2025
Teaching Models to Improve on Tape AAAI 2025
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025
DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models AAAI 2025
Deep Implicit Imitation Reinforcement Learning in Heterogeneous Action Settings AAAI 2025
VCA: Video Curious Agent for Long Video Understanding ICCV 2025
Intelligent OPC Engineer Assistant for Semiconductor Manufacturing AAAI 2025