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Deep Reinforcement Learning for Dynamic Battery Management of Autonomous Order Pickers

arXiv cs.LG · 2026-07-08 Cached

This paper proposes a Proximal Policy Optimization (PPO)-based deep reinforcement learning framework for dynamic battery charging of autonomous mobile robots in warehouses, achieving up to 6% higher order-completion rates over baseline methods.

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