Tianshu Chu

Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control

Tianshu Chu, Jie Wang, Lara Codecà et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 923 citations

Artificial Intelligence, Intelligent Traffic Management, Engineering +11

Cellular Network Traffic Scheduling With Deep Reinforcement Learning

Sandeep Chinchali, Pan Hu, Tianshu Chu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 221 citations · Full text

Mobile Data Offloading, Intelligent Traffic Management, Autonomous Network +13

PowerNet: Multi-Agent Deep Reinforcement Learning for Scalable Powergrid Control

Dong Chen, Kaian Chen, Zhaojian Li et al. · IEEE Transactions on Power Systems · 2021 · 79 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Multi-agent Reinforcement Learning for Networked System Control

Tianshu Chu, Sandeep Chinchali, Sachin Katti · arXiv (Cornell University) · 2020 · 62 citations · Full text

Artificial Intelligence, Multi-agent Reinforcement Learning, Engineering +11

Model-based deep reinforcement learning for CACC in mixed-autonomy vehicle platoon

Tianshu Chu, Uroš Kalabić · 2019 · 55 citations

Artificial Intelligence, Mixed-autonomy Vehicle Platoon, Model-based Drl Algorithm +14