Hak-Mo Son

Makespan Minimization for Multi-Robot Task Allocation With Balance-Aware Pointerformer

This paper presents a transformer-based reinforcement learning framework for time-critical multi-robot task allocation, where the objective is to minimize mission completion time (i.e., makespan) by formulating the problem as a min–max multi-depot open vehicle routing problem. In this problem, conventional methods ofte...