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Kai Liang Tan
ORCID
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 10
Top Topics
Actor Critic
Policy Gradient
Markov Decision Processes
Reinforcement Learning Agents
Top Venues
CoRR
AAAI
ACC
IEEE Trans. Intell. Transp. Syst.
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Publications
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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)