2022
DC-MRTA: Decentralized Multi-Robot Task Allocation and Navigation in Complex Environments
IROS 2022poster
We present a novel reinforcement learning (RL) based task allocation and decentralized navigation algorithm for mobile robots in warehouse environments. Our approach is designed for scenarios in which multiple robots are used to perform various pick up and delivery tasks. We consider the problem of…