Spatio-Temporal Graph Policy Gradients for Multi-Robot Formation Control

Formation control is crucial for multi-robot collaboration. The high dynamics of multi-robot environments make it challenging to learn interactions between robots. Although some progresses have been made, the existing methods cannot capture spatial and temporal dependencies. In this paper, we propose a novel spatio-temporal graph policy gradients (STGPG), to tackle the formation control problem in...