Search Results for author: Giovanni Pezzulo

Found 3 papers, 1 papers with code

Skilled motor control implies a low entropy of states but a high entropy of actions

no code implementations22 Dec 2021 Nicola Catenacci Volpi, Martin Greaves, Dari Trendafilov, Christoph Salge, Giovanni Pezzulo, Daniel Polani

The mastery of skills such as playing tennis or balancing an inverted pendulum implies a very accurate control of movements to achieve the task goals.

Active Tree Search in Large POMDPs

no code implementations25 Mar 2021 Domenico Maisto, Francesco Gregoretti, Karl Friston, Giovanni Pezzulo

Here, we introduce a novel method to plan in large POMDPs - Active Tree Search - that combines the normative character and biological realism of a leading planning theory in neuroscience (Active Inference) and the scalability of Monte-Carlo methods in AI.


Moral decisions in the age of COVID-19: your choices really matter

1 code implementation15 Apr 2020 Francesco Donnarumma, Giovanni Pezzulo

The moral decisions we make during this period, such as deciding whether to comply with quarantine rules, have unprecedented societal effects.

Computers and Society Populations and Evolution

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