Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles

4 November 2021

Papers citing "Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles"

14 / 14 papers shown

Title
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary Huan Zhang Hongge Chen Duane S. Boning Cho-Jui Hsieh 109 168 0 21 Jan 2021
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning Inaam Ilahi Muhammad Usama Junaid Qadir M. Janjua Ala I. Al-Fuqaha D. Hoang Dusit Niyato AAML 138 135 0 27 Jan 2020
Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories Udesh Gunarathna Hairuo Xie E. Tanin S. Karunasekera Renata Borovica-Gajic 29 4 0 14 Oct 2019
Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization Zhi Zhang Jiachen Yang H. Zha 44 43 0 23 Sep 2019
Adversarial Policies: Attacking Deep Reinforcement Learning Adam Gleave Michael Dennis Cody Wild Neel Kant Sergey Levine Stuart J. Russell AAML 85 361 0 25 May 2019
Learning Phase Competition for Traffic Signal Control Guanjie Zheng Yuanhao Xiong Xinshi Zang J. Feng Hua Wei Huichu Zhang Yong Li Kai Xu Z. Li 70 228 0 12 May 2019
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control Tianshu Chu Jie Wang Lara Codecà Zhaojian Li 58 673 0 11 Mar 2019
The Faults in Our Pi Stars: Security Issues and Open Challenges in Deep Reinforcement Learning Vahid Behzadan Arslan Munir 67 27 0 23 Oct 2018
CARLA: An Open Urban Driving Simulator Alexey Dosovitskiy G. Ros Felipe Codevilla Antonio M. López V. Koltun VLM 149 5,219 0 10 Nov 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 583 19,315 0 20 Jul 2017
Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning Seyed Sajad Mousavi Michael Schukat Enda Howley 78 307 0 28 Apr 2017
Deep Deterministic Policy Gradient for Urban Traffic Light Control Noe Casas 76 168 0 27 Mar 2017
Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks Vahid Behzadan Arslan Munir AAML SILM 94 278 0 16 Jan 2017
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 210 8,882 0 04 Feb 2016