Sheng-Hsiang Luo

Multi-Objective Task Allocation and Path Planning in Heterogeneous Multi-Robot Systems Using Hierarchical Framework and Reinforcement Learning

This study proposes a multi-objective optimization framework for task allocation and path planning in transport-oriented multi-robot systems. The framework explicitly considers heterogeneous robot capabilities and load capacities while jointly minimizing task completion time and overall energy consumption. A hierarchic...