Fabian, Christian
- Major-Minor Mean Field Multi-Agent Reinforcement Learning
2023/03/19 by Kai Cui, Christian Fabián, Cui, Kai +3 · 2 citations
Decision Sciences · Computer Science · Economics, Econometrics and Finance · #Auction Theory and Applications #Reinforcement Learning in Robotics #Climate Change Policy and Economics
- Mean Field Games on Weighted and Directed Graphs via Colored Digraphons
2022/09/08 by Christian Fabián, Fabian, Christian, Kai Cui +3 · 1 citation
Decision Sciences · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Learning Sparse Graphon Mean Field Games
2022/09/08 by Fabian, Christian, Cui, Kai, Koeppl, Heinz · 1 citation
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control
2022/09/15 by Cui, Kai, Li, Mengguang, Fabian, Christian +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior
2023/07/12 by Cui, Kai, Hauck, Sascha, Fabian, Christian +1 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC)
- Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach
2024/01/23 by Fabian, Christian, Cui, Kai, Koeppl, Heinz · 1 citation
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)