Chuangchuang Sun

1. Influencing Long-Term Behavior in Multiagent Reinforcement Learning
   2022/03/07 by Dong-Ki Kim, Kim, Dong-Ki, Matthew Riemer +13 · 1 voice · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #cs.AI #cs.LG #cs.MA
2. ROMAX: Certifiably Robust Deep Multiagent Reinforcement Learning via Convex Relaxation
   2021/09/14 by Chuangchuang Sun, Sun, Chuangchuang, Dong Ki Kim +3 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Security and Resilience
3. A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning
   2020/10/31 by Dong Ki Kim, Miao Liu, Kim, Dong-Ki +15 · 3 citations
   Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Optimization and Search Problems #Reinforcement Learning in Robotics
4. Wasserstein Distributionally Robust Control Barrier Function using Conditional Value-at-Risk with Differentiable Convex Programming
   2023/09/15 by Alaa Eddine Chriat, Chuangchuang Sun, Chriat, Alaa Eddine +1 · 2 citations
   Decision Sciences · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Risk and Portfolio Optimization #Risk and Safety Analysis #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Scaling Up Multiagent Reinforcement Learning for Robotic Systems: Learn an Adaptive Sparse Communication Graph
   2020/03/02 by Chuangchuang Sun, Macheng Shen, Sun, Chuangchuang +3 · 2 citations
   Computer Science · Engineering · #Reinforcement Learning in Robotics #Advanced Graph Neural Networks #Advanced Memory and Neural Computing
6. Hierarchical Meta-Reinforcement Learning via Automated Macro-Action Discovery
   2024/12/16 by Min-Jae Cho, Cho, Minjae, Chuangchuang Sun +1 · 2 citations
   Computer Science · Engineering · #Reinforcement Learning in Robotics #Advanced Software Engineering Methodologies #Autonomous Vehicle Technology and Safety
7. Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming
   2023/12/15 by Min-Jae Cho, Chuangchuang Sun, Cho, Minjae +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics