Reinforcement Learning for AMR Charging Decisions: The Impact of Reward and Action Space Design

Janik Bischoff, Alexandru Rinciog, Anne Meyer

We propose a novel reinforcement learning (RL) design to optimize the charging strategy for autonomous mobile robots in large-scale block stacking warehouses. RL design involves a…