74 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Aldo Glielmo3 profiles9 · h 5
- A. Laio5 · h 55
- Luigi Bellomarini2 profiles5 · h 14
- Emanuel Sallinger3 · h 15
- Iuri Macocco3 · h 5
- Luca Guarnera3 · h 15
- Marco Favorito2 profiles3 · h 12
- Oliver Giudice3 · h 15
- S. Battiato3 · h 43
- Alex Rodriguez2 profiles2 · h 18
- A. Mercatanti2 · h 10
- Andrea Coletta2 profiles2 · h 2
- Scuola Internazionale Superiore di Studi AvanzatiIT5 papers
- Sapienza University of RomeIT4 papers
- The Abdus Salam International Centre for Theoretical Physics (ICTP)IT3 papers
- TU WienAT3 papers
- University of CataniaIT3 papers
- University of OxfordGB3 papers
- Duke UniversityUS2 papers
- ETH ZurichCH2 papers
- Roma Tre UniversityIT2 papers
- Università Cattolica del Sacro CuoreIT2 papers
- University of Milano-BicoccaIT2 papers
- University of TriesteIT2 papers
Showing 2023 · cs.LGShow all
2 papers · 2 filters
cs.LG2023★ 1 cited
Exploiting Multiple Abstractions in Episodic RL via Reward Shaping
Roberto Cipollone, Giuseppe De Giacomo, Marco Favorito +2
One major limitation to the applicability of Reinforcement Learning (RL) to many practical domains is the large number of samples required to learn an optimal policy. To address th…
cs.LG2023★ 9 cited
Reinforcement Learning for Combining Search Methods in the Calibration of Economic ABMs
Aldo Glielmo, Marco Favorito, Debmallya Chanda +1
Calibrating agent-based models (ABMs) in economics and finance typically involves a derivative-free search in a very large parameter space. In this work, we benchmark a number of s…