Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning

11 October 2021

Papers citing "Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning"

6 / 6 papers shown

Title
Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion P. Ha Sikai Chen Jiqian Dong Runjia Du Yujie Li Samuel Labi 37 41 0 12 Oct 2020
CoLight: Learning Network-level Cooperation for Traffic Signal Control Hua Wei Nan Xu Huichu Zhang Guanjie Zheng Xinshi Zang Chacha Chen Weinan Zhang Yanmin Zhu Kai Xu Z. Li 59 359 0 11 May 2019
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control Tianshu Chu Jie Wang Lara Codecà Zhaojian Li 44 669 0 11 Mar 2019
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 191 4,821 0 17 Mar 2017
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 320 13,248 0 09 Sep 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 127 12,231 0 19 Dec 2013