Hongyi Zhou

1. MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments
   2020/07/30 by Zuxin Liu, Liu, Zuxin, Baiming Chen +9 · 8 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization #cs.AI #cs.LG #cs.MA #cs.RO
2. AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios
   2026/01/28 by Kaiyuan Chen, Qimin Wu, Taiyu Hou +42 · 1 voice · 1 citation
   Computer Science · #cs.CL
3. Demystifying Group Relative Policy Optimization: Its Policy Gradient is a U-Statistic
   2026/03/01 by Hongyi Zhou, Kai Ye, Erhan Xu +4 · 1 voice
   Computer Science · Mathematics · #cs.LG #stat.ML
4. Detecting LLM-Generated Text with Performance Guarantees
   2026/01/10 by Hongyi Zhou, Jin Zhu, Ying Yang +1 · 1 voice
   Computer Science · Mathematics · #cs.CL #cs.LG #stat.AP #stat.ML