Causality Meets Locality: Provably Generalizable and Scalable Policy Learning for Networked Systems

Hao Liang, Shuqing Shi, Yudi Zhang +2

Large-scale networked systems, such as traffic, power, and wireless grids, challenge reinforcement-learning agents with both scale and environment shifts. To address these challeng…