Runlong Zhou

1. Preference-Based Multi-Agent Reinforcement Learning: Data Coverage and Algorithmic Techniques
   2024/09/01 by N Zhang, Zhang, Natalia, Xinqi Wang +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
2. Transformers are Efficient Compilers, Provably
   2024/10/07 by Xiyu Zhai, Runlong Zhou, Zhai, Xiyu +5 · 1 voice
   #cs.PL #cs.LG
3. Reflect-RL: Two-Player Online RL Fine-Tuning for LMs
   2024/02/20 by Runlong Zhou, Simon S. Du, Zhou, Runlong +3 · 2 citations
   Engineering · #Computation and Language (cs.CL) #Experimental Learning in Engineering #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Understanding the Performance Gap in Preference Learning: A Dichotomy of RLHF and DPO
   2025/05/26 by Ruizhe Shi, Shi, Ruizhe, Song, Minhak +8 · 2 citations
   Decision Sciences · Computer Science · #Multi-Criteria Decision Making #Semantic Web and Ontologies
5. Asymptotically Optimal Regret for Reinforcement Learning without Horizon Dependence
   2026/07/22 by Runlong Zhou, Zihan Zhang, Maryam Fazel +1
   #cs.LG #stat.ML