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FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems


Mar 14, 2022
Zishen Wan, Aqeel Anwar, Abdulrahman Mahmoud, Tianyu Jia, Yu-Shun Hsiao, Vijay Janapa Reddi, Arijit Raychowdhury

* 2022 Design Automation and Test in Europe Conference (DATE), March 14-23, 2022, Virtual 

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Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems


Nov 09, 2021
Zishen Wan, Aqeel Anwar, Yu-Shun Hsiao, Tianyu Jia, Vijay Janapa Reddi, Arijit Raychowdhury

* Accepted in 58th ACM/IEEE Design Automation Conference (DAC), 2021 

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Multi-Task Federated Reinforcement Learning with Adversaries


Mar 11, 2021
Aqeel Anwar, Arijit Raychowdhury

* 14 pages, 19 figures, 4 tables, journal 

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Masked Face Recognition for Secure Authentication


Aug 25, 2020
Aqeel Anwar, Arijit Raychowdhury

* 8 pages, 5 figures 

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A Decentralized Policy Gradient Approach to Multi-task Reinforcement Learning


Jun 08, 2020
Sihan Zeng, Aqeel Anwar, Thinh Doan, Justin Romberg, Arijit Raychowdhury


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Autonomous Navigation via Deep Reinforcement Learning for Resource Constraint Edge Nodes using Transfer Learning


Oct 12, 2019
Aqeel Anwar, Arijit Raychowdhury


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