Acoustic sensor network relative self-calibration using joint TDOA and DOA with unknown beacon positions. - Malik Aqeel Anwar; Hammad Hassan; Hasan Maqbool; Akif Rehman; Muhammad Tahir 002 (WCNC, 2014)

NavREn-Rl: Learning to fly in real environment via end-to-end deep reinforcement learning using monocular images. - Malik Aqeel Anwar; Arijit Raychowdhury (M2VIP, 2018)

Relative Self-Calibration of Wireless Acoustic Sensor Networks Using Dual Positioning Mobile Beacon. - Malik Aqeel Anwar; Abu Bakar Siddique; Muhammad Tahir 002 (IEEE Syst. J., 2018)

Transfer and Online Reinforcement Learning in STT-MRAM Based Embedded Systems for Autonomous Drones. - Insik Yoon; Malik Aqeel Anwar; Titash Rakshit; Arijit Raychowdhury (DATE, 2019)

Hierarchical Memory System With STT-MRAM and SRAM to Support Transfer and Real-Time Reinforcement Learning in Autonomous Drones. - Insik Yoon; Malik Aqeel Anwar; Rajiv V. Joshi; Titash Rakshit; Arijit Raychowdhury (IEEE J. Emerg. Sel. Topics Circuits Syst., 2019)

XBAROPT - Enabling Ultra-Pipelined, Novel STT MRAM Based Processing-in-Memory DNN Accelerator. - Aqeel Anwar; Arijit Raychowdhury; Ryan Hatcher; Titash Rakshit (AICAS, 2020)

Autonomous Navigation via Deep Reinforcement Learning for Resource Constraint Edge Nodes Using Transfer Learning. - Aqeel Anwar; Arijit Raychowdhury (IEEE Access, 2020)

Masked Face Recognition for Secure Authentication. - Aqeel Anwar; Arijit Raychowdhury (CoRR, 2020)

Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems. - Zishen Wan; Aqeel Anwar; Yu-Shun Hsiao; Tianyu Jia; Vijay Janapa Reddi; Arijit Raychowdhury (DAC, 2021)

A decentralized policy gradient approach to multi-task reinforcement learning. - Sihan Zeng; Malik Aqeel Anwar; Thinh T. Doan 001; Arijit Raychowdhury; Justin Romberg (UAI, 2021)

Multi-Task Federated Reinforcement Learning with Adversaries. - Aqeel Anwar; Arijit Raychowdhury (CoRR, 2021)

Enabling Edge-Intelligence in Resource-Constrained Autonomous Systems. - Malik Aqeel Anwar (2021)

FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems. - Zishen Wan; Aqeel Anwar; Abdulrahman Mahmoud; Tianyu Jia; Yu-Shun Hsiao; Vijay Janapa Reddi; Arijit Raychowdhury (DATE, 2022)

RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning. - Adarsh Kumar Kosta; Malik Aqeel Anwar; Priyadarshini Panda; Arijit Raychowdhury; Kaushik Roy 001 (ICRA, 2022)

Augmented Reality based Simulated Data (ARSim) with multi-view consistency for AV perception networks. - Aqeel Anwar; Tae Eun Choe; Zian Wang; Sanja Fidler; Minwoo Park (CoRR, 2024)