Marcello Restelli
Impact in
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- Advanced Bandit Algorithms Research
- Artificial Intelligence top 2%
- Reinforcement Learning in Robotics
- Evolutionary Algorithms and Applications
Papers in
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- Reinforcement Learning in Robotics 67
- Evolutionary Algorithms and Applications 14
- Data Stream Mining Techniques 9
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- Advanced Bandit Algorithms Research 37
- Game Theory and Applications 9
- Auction Theory and Applications 8
- Co-authors
- Andrea Bonarini (21 shared papers)Andrea Castelletti (10 shared papers)Alessandro Lazaric (12 shared papers)Matteo Pirotta (21 shared papers)Stefano Galelli (5 shared papers)Rodolfo Soncini‐Sessa (4 shared papers)Francesca Pianosi (4 shared papers)Matteo Matteucci (11 shared papers)
- Journals
- Artificial Intelligence (4 papers)Journal of Energy Storage (4 papers)Machine Learning (3 papers)Journal of Machine Learning Research (3 papers)International Journal of Approximate Reasoning (2 papers)
- Partner nations
- ItalyAustraliaUnited States
In The Last Decade
Marcello Restelli
125 papers receiving 1.6k citations
Marcello Restelli's Hit Papers
Peers
Comparison fields: 5 of 126
- Management Science and Operations Research 278
- Artificial Intelligence 705
- Computational Theory and Mathematics 263
- Ocean Engineering 221
- Control and Systems Engineering 263
Countries citing papers authored by Marcello Restelli
This map shows the geographic impact of Marcello Restelli's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marcello Restelli with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marcello Restelli more than expected).
Fields of papers citing papers by Marcello Restelli
This network shows the impact of papers produced by Marcello Restelli. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marcello Restelli. The network helps show where Marcello Restelli may publish in the future.
Co-authors
The 25 scholars most cited alongside Marcello Restelli, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 143 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A practical guide to multi-objective reinforcement learning and planning Hit paper breakdown → | 2022 | 158 |
| 2 | 2010 | 146 | |
| 3 | 2013 | 85 | |
| 4 | 2008 | 79 | |
| 5 | Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods | 2007 | 73 |
| 6 | 2011 | 72 | |
| 7 | 2020 | 63 | |
| 8 | 2006 | 57 | |
| 9 | 2019 | 52 | |
| 10 | 2008 | 40 | |
| 11 | 2005 | 37 | |
| 12 | 2014 | 31 | |
| 13 | 2006 | 31 | |
| 14 | 2018 | 28 | |
| 15 | 2015 | 27 | |
| 16 | 2020 | 27 | |
| 17 | 2016 | 26 | |
| 18 | 2013 | 25 | |
| 19 | 2012 | 24 | |
| 20 | Estimating the maximum expected value through Gaussian approximation | 2016 | 22 |
About Marcello Restelli
Marcello Restelli is a scholar working on Artificial Intelligence, Management Science and Operations Research, Control and Systems Engineering, Computational Theory and Mathematics and Electrical and Electronic Engineering, having authored 143 papers that have together received 1.6k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (67 papers), Advanced Bandit Algorithms Research (37 papers), Evolutionary Algorithms and Applications (14 papers), Advanced Multi-Objective Optimization Algorithms (10 papers), Game Theory and Applications (9 papers), Data Stream Mining Techniques (9 papers), Adaptive Dynamic Programming Control (8 papers) and Auction Theory and Applications (8 papers). The work is most often cited by research in Management Science and Operations Research (278 citations), Artificial Intelligence (705 citations), Computational Theory and Mathematics (263 citations), Ocean Engineering (221 citations) and Control and Systems Engineering (263 citations). Marcello Restelli has collaborated with scholars based in Italy, Australia and United States. Frequent co-authors include Andrea Bonarini, Andrea Castelletti, Alessandro Lazaric, Matteo Pirotta, Stefano Galelli, Rodolfo Soncini‐Sessa, Francesca Pianosi, Matteo Matteucci, Alberto Maria Metelli and Francesco Trovò. Their work appears in journals such as Artificial Intelligence, Journal of Energy Storage, Machine Learning, Journal of Machine Learning Research and International Journal of Approximate Reasoning.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.