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Counterfactual Explanations for Reinforcement Learning Agents using Kolmogorov-Arnold Networks
Agustín Valencia, Michele Antonio D'alto, Ahmad Terra
(Accepted to) IEEE/IFIP Network Operations and Management Symposium - 2026
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Comprehensive Reinforcement Learning Explanations Using Queries
Mayar Hefny, Ahmad Terra, Agustín Valencia
World Conference on Explainable Artificial Intelligence - 2025
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First Node and Methods Performed Thereby for Handling Transfer of Groups of Devices
Athanasios Karapantelakis, Maxim Teslenko, Lackis Eleftheriadis, Peter Vaderna, Agustín Valencia
US Patent Office - 2025
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Google Patents
Power Supply Fault Prediction
Lackis Eleftheriadis, Agustin Valencia, Oleg Gorbatov
US Patent Office - 2025
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Google Patents
Hardware alarms reduction in Radio Base Stations by forecasting Power Supply Units headroom
Agustín Valencia, Oleg Gorbatov, Lackis Eleftheriadis
Power Systems Research Journal - 2022
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Automatic feature extraction in large fusion databases by using deep learning approach
G. Farías, S. Dormido-Canto, J. Vega, G. Rattá, H. Vargas, G. Hermosilla, L. Alfaro, A. Valencia
Fusion Engineering and Design - 2016
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