Throughput of TCP over Cognitive Radio Channels. - Sudheer Poojary; Akash Agrawal; Bhoomika Gupta; Archana Bura; Vinod Sharma (GLOBECOM, 2015)

Latency analysis for distributed storage. - Parimal Parag; Archana Bura; Jean-François Chamberland (INFOCOM, 2017)

QFlow: A Reinforcement Learning Approach to High QoE Video Streaming over Wireless Networks. - Rajarshi Bhattacharyya; Archana Bura; Desik Rengarajan; Mason Rumuly; Srinivas Shakkottai; Dileep M. Kalathil; Ricky K. P. Mok; Amogh Dhamdhere (MobiHoc, 2019)

Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs. - Aria HasanzadeZonuzy; Archana Bura; Dileep M. Kalathil; Srinivas Shakkottai (AAAI, 2021)

Safe Exploration for Constrained Reinforcement Learning with Provable Guarantees. - Archana Bura; Aria HasanzadeZonuzy; Dileep M. Kalathil; Srinivas Shakkottai; Jean-François Chamberland (CoRR, 2021)

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning. - Archana Bura; Aria HasanzadeZonuzy; Dileep Kalathil; Srinivas Shakkottai; Jean-François Chamberland (NeurIPS, 2022)

QFlow: A Learning Approach to High QoE Video Streaming at the Wireless Edge. - Rajarshi Bhattacharyya; Archana Bura; Desik Rengarajan; Mason Rumuly; Bainan Xia; Srinivas Shakkottai; Dileep Kalathil; Ricky K. P. Mok; Amogh Dhamdhere (IEEE/ACM Trans. Netw., 2022)

Learning to Cache and Caching to Learn: Regret Analysis of Caching Algorithms. - Archana Bura; Desik Rengarajan; Dileep Kalathil; Srinivas Shakkottai; Jean-François Chamberland (IEEE/ACM Trans. Netw., 2022)

Demo: Realtime Neural Whittle Indexing for Scalable Service Guarantees in NextG Cellular Networks. - Archana Bura; Ushasi Ghosh; Dinesh Bharadia; Srinivas Shakkottai (MobiCom, 2024)

Structured Reinforcement Learning for Media Streaming at the Wireless Edge. - Archana Bura; Sarat Chandra Bobbili; Shreyas Rameshkumar; Desik Rengarajan; Dileep Kalathil; Srinivas Shakkottai (MobiHoc, 2024)

Windex: Realtime Neural Whittle Indexing for Scalable Service Guarantees in NextG Cellular Networks. - Archana Bura; Ushasi Ghosh; Dinesh Bharadia; Srinivas Shakkottai (CoRR, 2024)