Qinbo Bai

Deep Learning-Based Channel Estimation Algorithm Over Time Selective Fading Channels

Qinbo Bai, Jintao Wang, Yue Zhang et al. · IEEE Transactions on Cognitive Communications and Networking · 2019 · 135 citations · Full text

Channel Modeling, Engineering, Machine Learning +9

Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach

Qinbo Bai, Amrit Singh Bedi, Mridul Agarwal et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 20 citations · Full text

Artificial Intelligence, Mathematical Programming, Constrained Reinforcement Learning +17

A Reinforcement Learning Framework for Vehicular Network Routing Under Peak and Average Constraints

Nan Geng, Qinbo Bai, Chenyi Liu et al. · IEEE Transactions on Vehicular Technology · 2023 · 16 citations

Vehicle Communication, Internet Of Vehicle, Engineering +17

Reinforcement Learning for Constrained Markov Decision Processes

Ather Gattami, Qinbo Bai, Vaneet Aggarwal · International Conference on Artificial Intelligence and Statistics · 2021 · 10 citations