Kai Liang Tan

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 10

Top Topics

Policy Gradient

Markov Decision Processes

Reinforcement Learning Agents

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Zhanhong Jiang, Xian Yeow Lee, Sin Yong Tan, Kai Liang Tan, Aditya Balu, Young M. Lee, Chinmay Hegde, Soumik Sarkar
MDPGT: Momentum-Based Decentralized Policy Gradient Tracking. AAAI (2022)
Jiyang Wang, Weiheng Chai, Archana Venkatachalapathy, Kai Liang Tan, Arya Haghighat, Senem Velipasalar, Yaw Adu-Gyamfi, Anuj Sharma
A Survey on Driver Behavior Analysis From In-Vehicle Cameras. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Zhanhong Jiang, Xian Yeow Lee, Sin Yong Tan, Kai Liang Tan, Aditya Balu, Young M. Lee, Chinmay Hegde, Soumik Sarkar
MDPGT: Momentum-based Decentralized Policy Gradient Tracking. CoRR (2021)
Xian Yeow Lee, Yasaman Esfandiari, Kai Liang Tan, Soumik Sarkar
Query-based targeted action-space adversarial policies on deep reinforcement learning agents. ICCPS (2021)
Kai Liang Tan, Yasaman Esfandiari, Xian Yeow Lee, Aakanksha, Soumik Sarkar
Robustifying Reinforcement Learning Agents via Action Space Adversarial Training. CoRR (2020)
Xian Yeow Lee, Sambit Ghadai, Kai Liang Tan, Chinmay Hegde, Soumik Sarkar
Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents. AAAI (2020)
Kai Liang Tan, Yasaman Esfandiari, Xian Yeow Lee, Aakanksha, Soumik Sarkar
Robustifying Reinforcement Learning Agents via Action Space Adversarial Training. ACC (2020)
Xian Yeow Lee, Yasaman Esfandiari, Kai Liang Tan, Soumik Sarkar
Query-based Targeted Action-Space Adversarial Policies on Deep Reinforcement Learning Agents. CoRR (2020)
Xian Yeow Lee, Sambit Ghadai, Kai Liang Tan, Chinmay Hegde, Soumik Sarkar
Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents. CoRR (2019)
Kai Liang Tan, Subhadipto Poddar, Anuj Sharma, Soumik Sarkar
Deep Reinforcement Learning for Adaptive Traffic Signal Control. CoRR (2019)