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researcher

Mirco Mutti

28 papers hereh-index 9404 citations36 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author10
  • middle author15
  • last author3

Across the 28 of 28 papers where every author was matched, so the position is known.

fields
  • cs.LG24
  • cs.RO2
  • cs.AI1
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedThe Importance of Non-Markovianity in Maximum State Entropy Exploration

3 citations · 11 across the 26 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020

Task-Agnostic Exploration via Policy Gradient of a Non-Parametric State Entropy Estimate

Mirco Mutti, Lorenzo Pratissoli, Marcello Restelli

In a reward-free environment, what is a suitable intrinsic objective for an agent to pursue so that it can learn an optimal task-agnostic exploration policy? In this paper, we argu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.