Reinforcement Learning with Partial Online State Information in POMDPs: Regret Bounds and Limits
IEEE Transactions on Information Theory, May 2026, DOI: 10.1109/TIT.2026.3694700. [IEEE TIT]
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IEEE Transactions on Information Theory, May 2026, DOI: 10.1109/TIT.2026.3694700. [IEEE TIT]
submitted to Journal of Machine Learning Research, March 2026. [JMLR]
submitted to IEEE Transactions on Information Forensics and Security, March 2026. [IEEE TIFS]
submitted to IEEE Journal of Selected Areas in Sensors, February 2026. [IEEE JSAS]
24th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks, Columbus, Ohio, USA, June 2026. [WiOPT Best Paper Award Runner-Up]
24th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks, Columbus, Ohio, USA, June 2026. [WiOPT]
42nd Conference on Uncertainty in Artificial Intelligence, Amsterdam, the Netherlands, August 2026. [UAI] (Acceptance rate: 30.5%.)
submitted to 39th Annual Conference on Learning Theory. [COLT]
submitted to 43rd International Conference on Machine Learning. [ICML]
14th International Conference on Learning Representations (I Can't Believe It's Not Better: Challenges in Applied Deep Learning), Rio de Janeiro, Brazil, April 2026. [ICLR]
14th International Conference on Learning Representations (Lifelong Agents: Learning, Aligning, Evolving), Rio de Janeiro, Brazil, April 2026. [ICLR]
14th International Conference on Learning Representations, Rio de Janeiro, Brazil, April 2026. [ICLR] (Acceptance rate: 28%.)
submitted to IEEE International Symposium on Information Theory, January 2026. [IEEE ISIT]
submitted to ACM SIGMETRICS, January 2026. [ACM SIGMETRICS]
The 40th Annual AAAI Conference on Artificial Intelligence, Singapore, January 2026. [AAAI] (Acceptance rate: 17.6%.)
IEEE/ACM Transactions on Networking, vol. 33, no. 3, pp. 1112-1127, June 2025, DOI: 10.1109/TON.2024.3522073. [IEEE/ACM ToN]
26th International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, October 2025. [ACM MobiHoc] (Acceptance rate: 23%.)
42nd International Conference on Machine Learning, Vancouver, Canada, July 2025. [ICML] (Acceptance rate: 26.9%.)
Network Security Empowered by Artificial Intelligence, Springer, Series ISSN 1568-2633, April 2024.
IEEE/ACM Transactions on Networking, vol. 32, no. 3, pp. 2391-2405, June 2024, DOI: 10.1109/TNET.2024.3350990. [IEEE/ACM ToN]
IEEE Military Communications Conference, Washington DC, October 2024. [IEEE MILCOM]
40th International Conference on Machine Learning, Hawaii, USA, July 2023. [ICML] (Acceptance rate: 27.96%.)
11th International Conference on Learning Representations, Kigali, Rwanda, May 2023. [ICLR] (Spotlight, with acceptance rate 8.0%.)
Purdue University Doctoral Dissertation, June 2022.
8th IEEE International Conference on Collaboration and Internet Computing, virtual conference, December 2022. [IEEE CIC]
23rd International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, South Korea, October 2022. [ACM MobiHoc] (Acceptance rate: 19.8%.)
Technical report, October 2022.
IEEE/ACM Transactions on Networking, vol. 29, no. 2, pp. 876-889, April 2021, DOI: 10.1109/TNET.2021.3053910. [IEEE/ACM ToN]
IEEE Conference on Computer Communications, virtual conference, May 2021. [IEEE INFOCOM] (Acceptance rate: 19.9%.)
Technical report, May 2021.
Technical report, April 2021.
IEEE Conference on Computer Communications, Honolulu, Hawaii, USA, April 2018. [IEEE INFOCOM] (Acceptance rate: 19.2%.)
Student authors: student names from the existing publication page are underlined. Status note: entries labeled “submitted” are retained exactly as provided; review those statuses before deployment because several refer to 2026 venues.