4 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.AI2022★ 4 cited
Complex behavior from intrinsic motivation to occupy action-state path space
Jorge Ramírez-Ruiz, Dmytro Grytskyy, Chiara Mastrogiuseppe +2
Most theories of behavior posit that agents tend to maximize some form of reward or utility. However, animals very often move with curiosity and seem to be motivated in a reward-fr…
stat.ML2021★ 2 cited
Deep imagination is a close to optimal policy for planning in large decision trees under limited resources
Ruben Moreno-Bote, Chiara Mastrogiuseppe
Many decisions involve choosing an uncertain course of actions in deep and wide decision trees, as when we plan to visit an exotic country for vacation. In these cases, exhaustive…