Matteo Pirotta
Technische Universität Darmstadt, Politecnico di Milano, Meta (Israel)
Papers
7
Total Citations
143
H-Index
5
About
No biography available yet.
Research Focus
Artificial intelligence7 · 143 citations
Computer science7 · 143 citations
Mathematics6 · 139 citations
Mathematical optimization6 · 139 citations
Reinforcement learning6 · 131 citations
Gaussian3 · 74 citations
Economics2 · 57 citations
Control (management)2 · 52 citations
Optimization problem1 · 51 citations
Pareto principle1 · 51 citations
Metric (unit)1 · 51 citations
Multi-objective optimization1 · 51 citations
Key Achievements
5
H-Index
7
Papers
143
Total Citations
20
Avg Citations/Paper
🏆 Most Cited Paper
Multi-objective Reinforcement Learning through Continuous Pareto Manifold Approximation
51 citations · 2016
📈 Most Prolific Year: 2016 (1 Papers)
🤝 Key Collaborators: 15
🏛 Institutions: Technische Universität Darmstadt, Politecnico di Milano, Meta (Israel)
Top Papers
- 1
- 2Adaptive Step-Size for Policy Gradient Methods48 citations · 2013
- 3Smoothing policies and safe policy gradients20 citations · 2022
- 4Improved Algorithms for Conservative Exploration in Bandits12 citations · 2020
- 5Smoothing Policies and Safe Policy Gradients6 citations · 2019
- 6
- 7Fitted policy search2 citations · 2011
Key Collaborators
MRMarcello Restelli6 shared papersMPMatteo Papini2 shared papersMGMohammad Ghavamzadeh1 shared papersEGEvrard Garcelon1 shared papersLBLuca Bascetta1 shared papersSFSimona Ferrante1 shared papersAPAlessio Pecorino1 shared papersABAndrea Bonarini1 shared papersEREric Rojas1 shared papersALAlessandro Lazaric1 shared papersDDDavide Di Febbo1 shared papersMMMartino Migliavacca1 shared papersAPAlessandra Pedrocchi1 shared papersEAEmilia Ambrosini1 shared papersSPSimone Parisi1 shared papers
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