2 papers
cs.LG2025
Reinforcement Learning with Curriculum-inspired Adaptive Direct Policy Guidance for Truck Dispatching
Shi Meng, Bin Tian, Xiaotong Zhang
Efficient truck dispatching via Reinforcement Learning (RL) in open-pit mining is often hindered by reliance on complex reward engineering and value-based methods. This paper intro…
cs.MA2024
OpenMines: A Light and Comprehensive Mining Simulation Environment for Truck Dispatching
Shi Meng, Bin Tian, Xiaotong Zhang +3
Mine fleet management algorithms can significantly reduce operational costs and enhance productivity in mining systems. Most current fleet management algorithms are evaluated based…