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cs.LG2025
Value of Information-Enhanced Exploration in Bootstrapped DQN
Stergios Plataniotis, Charilaos Akasiadis, Georgios Chalkiadakis
Efficient exploration in deep reinforcement learning remains a fundamental challenge, especially in environments characterized by high-dimensional states and sparse rewards. Tradit…
cs.LG2022
Early Time-Series Classification Algorithms: An Empirical Comparison
Charilaos Akasiadis, Evgenios Kladis, Evangelos Michelioudakis +2
Early Time-Series Classification (ETSC) is the task of predicting the class of incoming time-series by observing as few measurements as possible. Such methods can be employed to ob…