Jiyuan Zhang

SPD-MAPPO: Reinforcement Learning With Stochastic Policy Distillation for Multi-Vehicle Coordination in Open-pit Mine

Coordination of multiple autonomous trucks is crucial for enhancing the efficiency and safety of modern mining, yet it is challenged by dynamic vehicle-to-vehicle interactions and the complexity of mining transportation. Conventional rule-based methods struggle to balance efficiency with success rates and lack flexibil...