Tonghan Wang

1. RODE: Learning Roles to Decompose Multi-Agent Tasks
   2020/10/04 by Tonghan Wang, Tarun Gupta, Wang, Tonghan +9 · 14 citations
   Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Artificial Intelligence in Games
2. Learning Nearly Decomposable Value Functions Via Communication Minimization
   2019/10/11 by Tonghan Wang, Jianhao Wang, Wang, Tonghan +5 · 10 citations
   Computer Science · Social Sciences · #Distributed Control Multi-Agent Systems #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
3. Off-Policy Multi-Agent Decomposed Policy Gradients
   2020/07/24 by Yihan Wang, Beining Han, Wang, Yihan +7 · 9 citations
   Computer Science · Engineering · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Traffic control and management
4. Celebrating Diversity in Shared Multi-Agent Reinforcement Learning
   2021/06/04 by Chenghao Li, Tonghan Wang, Li, Chenghao +9 · 7 citations
   Computer Science · Economics, Econometrics and Finance · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics #Sports Analytics and Performance
5. Multi-Agent Policy Transfer via Task Relationship Modeling
   2022/03/09 by Rongjun Qin, Feng Chen, Qin, Rongjun +13 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
6. Self-Organized Polynomial-Time Coordination Graphs
   2021/12/07 by Qianlan Yang, Yang, Qianlan, Weijun Dong +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
7. Low-Rank Modular Reinforcement Learning via Muscle Synergy
   2022/10/26 by Heng Dong, Dong, Heng, Tonghan Wang +5 · 1 citation
   Engineering · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurological disorders and treatments #Neuroscience and Neural Engineering #Robot Manipulation and Learning #Robotics (cs.RO)
8. Symmetry-Aware Robot Design with Structured Subgroups
   2023/05/31 by Heng Dong, Dong, Heng, Junyu Zhang +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced biosensing and bioanalysis techniques #Artificial Intelligence (cs.AI) #DNA and Biological Computing #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence
9. PILA: Plug-and-Play Insertion for LLM-native Advertising
   2026/07/28 by Zhaowei Zhang, Yuhan Fu, Yihang Zhang +6 · 1 citation
   #cs.CL
10. Evaluating and Pricing Advertisements in AI-Generated Responses
    2026/07/30 by John L. Turner-Smith, Zimeng Huang, Yuhan Fu +2
    Computer Science · #cs.AI