In this article, we present a distributed algorithm to solve a class of multirobot task assignment problems. We formulate task assignment as a mathematical optimization and solve for optimal solutions ...

Credit assignment is a critical problem in cooperative multiagent reinforcement learning (MARL). To address this problem, current studies mainly rely on the intrinsic reward, which is directly summed ...