Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning

no code implementations • 21 Mar 2023 • Hankang Gu, Shangbo Wang, Xiaoguang Ma, Dongyao Jia, Guoqiang Mao, Eng Gee Lim, Cheuk Pong Ryan Wong

However, the existing partitioning rules either have no constraints on the topology of regions or require the same topology for all regions.

Multi-agent Reinforcement Learning reinforcement-learning

Real-time Path Planning of Driver-less Mining Trains with Time-dependent Physical Constraints

no code implementations • 21 Dec 2022 • Xiaojiang Ren, Hui Guo, Sheng Kai, Guoqiang Mao

While the increased automation levels of production and operation equipment have led to improved productivity of mining activity in open pit mines, the capacity of mine transport system become a bottleneck.

Scheduling