7 citations · 12 across the 8 of their papers we have counts for
3 papers · 1 filter
Efficient PAC Reinforcement Learning in Regular Decision Processes
Alessandro Ronca, Giuseppe De Giacomo
Recently regular decision processes have been proposed as a well-behaved form of non-Markov decision process. Regular decision processes are characterised by a transition function…
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…
Stream Reasoning in Temporal Datalog
Alessandro Ronca, Mark Kaminski, Bernardo Cuenca Grau +2
In recent years, there has been an increasing interest in extending traditional stream processing engines with logical, rule-based, reasoning capabilities. This poses significant t…