Chenran Li

Quantifying Agent Interaction in Multi-agent Reinforcement Learning for Cost-efficient Generalization

2023 · arXiv (Cornell University)

Generalization poses a significant challenge in Multi-agent Reinforcement Learning (MARL). The extent to which an agent is influenced by unseen co-players depends on the agent's policy and the specific scenario. A quantitative examination of this …