Learning Policies for Dynamic Coalition Formation in Multi-Robot Task Allocation

Lucas C. D. Bezerra, Ataíde M. G. dos Santos, Shinkyu Park

We propose a decentralized, learning-based framework for dynamic coalition formation in Multi-Robot Task Allocation (MRTA). Our approach extends MAPPO by integrating spatial action…