← Learning Types
Deep Learning › Learning Types ›

Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction ACL 2025
Can GRPO Boost Complex Multimodal Table Understanding? EMNLP 2025
GFlowVLM: Enhancing Multi-step Reasoning in Vision-Language Models with Generative Flow Networks CVPR 2025
The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards AAAI 2025
A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation ICCV 2025
RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors AAAI 2025
Dense Policy: Bidirectional Autoregressive Learning of Actions ICCV 2025
DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models AAAI 2025
Teaching Models to Improve on Tape AAAI 2025
VQ-VLA: Improving Vision-Language-Action Models via Scaling Vector-Quantized Action Tokenizers ICCV 2025
Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025
Agentic-R1: Distilled Dual-Strategy Reasoning EMNLP 2025
Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning AAAI 2025
Finite Expression Method for Solving High-Dimensional Partial Differential Equations JMLR 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences ICCV 2025
MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State Evolution in Visual Reinforcement Learning WACV 2025
NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning EMNLP 2025
ReinDiffuse: Crafting Physically Plausible Motions with Reinforced Diffusion Model WACV 2025
OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025
Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM Greater CVPR 2025
RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation ICCV 2025
APIRL: Deep Reinforcement Learning for REST API Fuzzing AAAI 2025
A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy EMNLP 2025
CTD4 – a Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple Critics AAAI 2025
Learning to Generate Structured Output with Schema Reinforcement Learning ACL 2025