Kai Liang Tan

According to our database, Kai Liang Tan authored at least 6 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A Survey on Driver Behavior Analysis From In-Vehicle Cameras.

Jiyang Wang, Weiheng Chai, Archana Venkatachalapathy, Kai Liang Tan, Arya Haghighat, Senem Velipasalar, Yaw Adu-Gyamfi, Anuj Sharma

IEEE Trans. Intell. Transp. Syst., 2022

MDPGT: Momentum-Based Decentralized Policy Gradient Tracking.

Zhanhong Jiang, Xian Yeow Lee, Sin Yong Tan, Kai Liang Tan, Aditya Balu, Young M. Lee, Chinmay Hegde, Soumik Sarkar

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Query-based targeted action-space adversarial policies on deep reinforcement learning agents.

Xian Yeow Lee, Yasaman Esfandiari, Kai Liang Tan, Soumik Sarkar

Proceedings of the ICCPS '21: ACM/IEEE 12th International Conference on Cyber-Physical Systems, 2021

2020

Robustifying Reinforcement Learning Agents via Action Space Adversarial Training.

Kai Liang Tan, Yasaman Esfandiari, Xian Yeow Lee, Aakanksha, Soumik Sarkar

Proceedings of the 2020 American Control Conference, 2020

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents.

Xian Yeow Lee, Sambit Ghadai, Kai Liang Tan, Chinmay Hegde, Soumik Sarkar

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Deep Reinforcement Learning for Adaptive Traffic Signal Control.

Kai Liang Tan, Subhadipto Poddar, Anuj Sharma, Soumik Sarkar

CoRR, 2019