QFlow: A reinforcement learning approach to high QoE video streaming over wireless networks R Bhattacharyya, A Bura, D Rengarajan, M Rumuly, S Shakkottai, ... Proceedings of the twentieth ACM international symposium on mobile ad hoc …, 2019 | 50 | 2019 |
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs A HasanzadeZonuzy, A Bura, D Kalathil, S Shakkottai Proceedings of the AAAI Conference on Artificial Intelligence, 2021 | 43 | 2021 |
DOPE: Doubly optimistic and pessimistic exploration for safe reinforcement learning A Bura, A HasanzadeZonuzy, D Kalathil, S Shakkottai, JF Chamberland Advances in neural information processing systems 35, 1047-1059, 2022 | 38* | 2022 |
Learning to cache and caching to learn: Regret analysis of caching algorithms A Bura, D Rengarajan, D Kalathil, S Shakkottai, JF Chamberland IEEE/ACM Transactions on Networking 30 (1), 18-31, 2021 | 17 | 2021 |
Latency analysis for distributed storage P Parag, A Bura, JF Chamberland IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017 | 14 | 2017 |
QFlow: A learning approach to high QoE video streaming at the wireless edge R Bhattacharyya, A Bura, D Rengarajan, M Rumuly, B Xia, S Shakkottai, ... IEEE/ACM Transactions on Networking 30 (1), 32-46, 2021 | 6 | 2021 |
Structured Reinforcement Learning for Media Streaming at the Wireless Edge A Bura, SC Bobbili, S Rameshkumar, D Rengarajan, D Kalathil, ... arXiv preprint arXiv:2404.07315, 2024 | | 2024 |
Constrained Reinforcement Learning for Wireless Networks A Bura | | 2023 |
Throughput of TCP over Cognitive Radio Channels S Poojary, A Agrawal, B Gupta, A Bura, V Sharma 2015 IEEE Global Communications Conference (GLOBECOM), 1-7, 2015 | | 2015 |