3 citations · 3 across the 4 of their papers we have counts for
4 papers
A Computational Model of Representation Learning in the Brain Cortex, Integrating Unsupervised and Reinforcement Learning
Giovanni Granato, Emilio Cartoni, Federico Da Rold +2
A common view on the brain learning processes proposes that the three classic learning paradigms -- unsupervised, reinforcement, and supervised -- take place in respectively the co…
A Neurocomputational Account of Flexible Goal-directed Cognition and Consciousness: The Goal-Aligning Representation Internal Manipulation Theory (GARIM)
Giovanni Granato, Gianluca Baldassarre
Goal-directed manipulation of representations is a key element of human flexible behaviour, while consciousness is often related to several aspects of higher-order cognition and hu…
Level-set approach for Reachability Analysis of Hybrid Systems under Lag Constraints
Giovanni Granato, Hasnaa Zidani
This study aims at characterizing a reachable set of a hybrid dynamical system with a lag constraint in the switch control. The setting does not consider any controllability assump…
Reachability of Delayed Hybrid Systems Using Level-set Methods
Giovanni Granato
This study proposes an algorithm to synthesize controllers for the power management on board hybrid vehicles that allows the vehicle to reach its maximum range along a given route.…