Yuda Song

1. Hybrid RL: Using Both Offline and Online Data Can Make RL Efficient
   2022/10/13 by Yuda Song, Yifei Zhou, Song, Yuda +9 · 11 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics
2. The Importance of Online Data: Understanding Preference Fine-tuning via Coverage
   2024/06/03 by Yuda Song, Gokul Swamy, Song, Yuda +7 · 2 voices · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
3. SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions
   2024/03/25 by Yuda Song, Zehao Sun, Song, Yuda +3 · 1 voice · 4 citations
   Computer Science · #Machine Learning in Healthcare #Generative Adversarial Networks and Image Synthesis
4. Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design
   2021/10/07 by Ye Yuan, Yuan, Ye, Yuda Song +7 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Robotics (cs.RO)
5. Hybrid Reinforcement Learning from Offline Observation Alone
   2024/06/11 by Yuda Song, Song, Yuda, J. Andrew Bagnell +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Reinforcement Learning in Robotics
6. Rich-Observation Reinforcement Learning with Continuous Latent Dynamics
   2024/05/29 by Yuda Song, Lili Wu, Song, Yuda +5 · 1 citation
   Computer Science · #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
7. Accelerating Unbiased LLM Evaluation via Synthetic Feedback
   2025/02/14 by Zhaoyi Zhou, Yuda Song, Zhou, Zhaoyi +3 · 1 citation
   Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Non-Destructive Testing Techniques