Siyi Hu

1. ProAgent: Building Proactive Cooperative Agents with Large Language Models
   2023/08/22 by Ceyao Zhang, Zhang, Ceyao, Kaijie Yang +27 · 23 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Topic Modeling
2. Heterogeneous-Agent Reinforcement Learning
   2023/04/19 by Yifan Zhong, Zhong, Yifan, Jakub Grudzien Kuba +8 · 20 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
3. Foundations of Spatial Perception for Robotics: Hierarchical Representations and Real-time Systems
   2023/05/11 by Nathan Hughes, Hughes, Nathan, Yun Sil Chang +11 · 11 citations
   Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
4. UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers
   2021/01/20 by Siyi Hu, Hu, Siyi, Fengda Zhu +5 · 4 citations
   Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Adaptive Dynamic Programming Control
5. Maximum Entropy Heterogeneous-Agent Reinforcement Learning
   2023/06/19 by Jiarong Liu, Liu, Jiarong, Yifan Zhong +11 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural Networks and Applications #Reinforcement Learning in Robotics
6. Synthetic phenolic antioxidants: Metabolism, hazards and mechanism of action
   2021/03/05 by Xiaoqing Xu, Aimei Liu, Siyi Hu +9 · 3 citations
   Agricultural and Biological Sciences · Chemistry · Medicine · #Essential Oils and Antimicrobial Activity #Free Radicals and Antioxidants #Phytochemicals and Antioxidant Activities
7. Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL
   2022/06/01 by Siyi Hu, Chuanlong Xie, Hu, Siyi +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
8. Nucleolus Credit Assignment for Effective Coalitions in Multi-agent Reinforcement Learning
   2025/03/01 by Yugu Li, Li, Yugu, Zehong Cao +5 · 1 citation
   Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Multiagent Systems (cs.MA)