Items where Author is "Nisioti, Eleni"
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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.
Nisioti, Eleni (2021) Reinforcement Learning-based Optimization of Multiple Access in Wireless Networks. PhD thesis, University of Essex.
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
Nisioti, Eleni and Thomos, Nikolaos (2018) Fast reinforcement learning for decentralized MAC optimization. Working Paper. arXiv. (Unpublished)