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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

ReinDiffuse: Crafting Physically Plausible Motions with Reinforced Diffusion Model WACV 2025
Dense Policy: Bidirectional Autoregressive Learning of Actions ICCV 2025
RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation ICCV 2025
RMultiplex200K: Toward Reliable Multimodal Process Supervision for Visual Language Models on Telecommunications ICCV 2025
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025
DreamAlign: Dynamic Text-to-3D Optimization with Human Preference Alignment AAAI 2025
Finite Expression Method for Solving High-Dimensional Partial Differential Equations JMLR 2025
World Models with Hints of Large Language Models for Goal Achieving NAACL 2025
When2Call: When (not) to Call Tools NAACL 2025
Understanding Reference Policies in Direct Preference Optimization NAACL 2025
Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction AACL 2025
VQ-VLA: Improving Vision-Language-Action Models via Scaling Vector-Quantized Action Tokenizers ICCV 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences ICCV 2025
VCA: Video Curious Agent for Long Video Understanding ICCV 2025
A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation ICCV 2025
Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation AAAI 2025
POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025
RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors AAAI 2025
Teaching Models to Improve on Tape AAAI 2025
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025
The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards AAAI 2025
Enhancing Predictive Healthcare Using AI-Driven Early Warning Systems AAAI 2025
MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization ICCV 2025
Learned Perceptive Forward Dynamics Model for Safe and Platform-aware Robotic Navigation RSS 2025
Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025