Zheng, Sirui

1. GEC: A Unified Framework for Interactive Decision Making in MDP, POMDP, and Beyond
   2022/11/03 by Zhong, Han, Xiong, Wei, Zheng, Sirui +4 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
2. Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration
   2023/05/29 by Liu, Zhihan, Lu, Miao, Xiong, Wei +6 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. How Can LLM Guide RL? A Value-Based Approach
   2024/02/25 by Zhang, Shenao, Zheng, Sirui, Ke, Shuqi +6 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning
   2025/01/31 by Han Zhong, Y.‐Z. Yin, Zhong, Han +22 · 5 citations
   Computer Science · #Natural Language Processing Techniques