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