Micheli Lab

Bruno Kessler Foundation (FBK)

Nord-Est (ITH) · Italy

ERC-funded
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Research focus

ERC Starting Grant · 2023

Specializing TEmporal Planning using Reinforcement Learning

Planning - devising a strategy to achieve a desired objective - is one of the basic forms of intelligence. Temporal planning studies the automated synthesis of strategies when time and temporal constraints matter. Temporal planning is one of the most strategic fields of Artificial Intelligence, with applications in autonomous robotics, logistics, flexible production, and many other fields. Historically, the research on temporal planning follows a general-purpose framework: a generic engine searches for the strategy by reasoning on the problem statement (i.e. the starting condition and the desired objective), as well as on a formal model of the domain (i.e. the possible actions). Despite…

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