Items where Author is "Nisioti, Eleni"

Article

Nisioti, Eleni and Thomos, Nikolaos (2020) Fast Q-learning for Improved Finite Length Performance of Irregular Repetition Slotted ALOHA. IEEE Transactions on Cognitive Communications and Networking, 6 (2). pp. 844-857. DOI https://doi.org/10.1109/tccn.2019.2957224

Nisioti, Eleni and Thomos, Nikolaos (2019) Robust Coordinated Reinforcement Learning for MAC Design in Sensor Networks. IEEE Journal on Selected Areas in Communications, 37 (10). pp. 2211-2224. DOI https://doi.org/10.1109/jsac.2019.2933887

Monograph

Nisioti, Eleni and Thomos, Nikolaos (2018) Fast reinforcement learning for decentralized MAC optimization. Working Paper. arXiv. (Unpublished)

Conference or Workshop Item

Nisioti, Eleni and Thomos, Nikolaos and Bellalta, Boris and Jonsson, Anders (2021) Collision Resolution in Multi-player Bandits Without Observing Collision Information. In: International Conference on Machine Learning - Workshop on Reinforcement Learning Theory, 2021-07-24 - 2021-07-24.

Thesis

Nisioti, Eleni (2021) Reinforcement Learning-based Optimization of Multiple Access in Wireless Networks. PhD thesis, University of Essex.