Cooperative reinforcement learning in topology-based multi-agent systems

• Main Authors: Xiao, Dan, Tan, Ah-Hwee
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/101896; http://hdl.handle.net/10220/19819
• Institution: Nanyang Technological University

Topology-based multi-agent systems (TMAS), wherein agents interact with one another according to their spatial relationship in a network, are well suited for problems with topological constraints. In a TMAS system, however, each agent may have a different state space, which can be rather large. Cons...