Mohanad Ibrahim Elassadi

Hierarchical Reinforcement Learning for Multi-Robot Task Allocation and Path Planning in Digital Twin Enabled Smart Warehouses

As more companies embrace the use of autonomous mobile robots to organize their smart warehouses, one of the major issues facing them is the coordination of these fleets under very restrictive throughputs. Task allocation and path planning go hand in hand: if tasks are assigned without considering congestion, then ea...