Research output per year
Research output per year
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Dive into the research topics where Jonathan D Thomas is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Federated Meta-Learning for Traffic Steering in O-RAN
Erdol, H., Wang, X., Li, P., Thomas, J. D., Piechocki, R. J., Oikonomou, G., Inacio, R., Ahmad, A., Briggs, K. & Kapoor, S., 18 Jan 2023. 7 p.Research output: Contribution to conference › Conference Paper › peer-review
8 Citations (Scopus) -
Self-play learning strategies for resource assignment in Open-RAN networks
Wang, X., Thomas, J. D., Piechocki, R. J., Kapoor, S., Santos-Rodríguez, R. & Parekh, A., 7 Apr 2022, In: Computer Networks. 206, 108682.Research output: Contribution to journal › Article (Academic Journal) › peer-review
File17 Citations (Scopus)107 Downloads (Pure) -
Sim2real for Reinforcement Learning Driven Next Generation Networks
Li, P., Thomas, J. D., Wang, X., Erdol, H., Ahmad, A., Inacio, R., Kapoor, S., Parekh, A., Doufexi, A., Shojaeifard, A. & Piechocki, R. J., 7 Jun 2022, (Submitted) 7 p.Research output: Working paper › Preprint
File53 Downloads (Pure)
Thesis
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Towards Cooperative MARL in Industrial Domains
Author: Thomas, J. D., 20 Jun 2023Supervisor: Piechocki, R. (Supervisor) & Santos-Rodriguez, R. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)
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