3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 3 cited
Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes
Alessandro Ronca, Gabriel Paludo Licks, Giuseppe De Giacomo
Our work aims at developing reinforcement learning algorithms that do not rely on the Markov assumption. We consider the class of Non-Markov Decision Processes where histories can…
cs.AI2018
The Window Validity Problem in Rule-Based Stream Reasoning
Alessandro Ronca, Mark Kaminski, Bernardo Cuenca Grau +1
Rule-based temporal query languages provide the expressive power and flexibility required to capture in a natural way complex analysis tasks over streaming data. Stream processing…