An Axiomatic Framework for Reinforcement Learning in Open Multi-Agent Systems

Jianhong Wang, Yang Li, Samuel Kaski +1

Open multi-agent systems, where only a subset of agents are controllable, are central to real-world domains such as smart grids, yet lack a principled foundation for reinforcement…