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Researcher · Politecnico di Milano · Italy

Giorgio Manganini

Giorgio Manganini publishes mostly in Artificial Intelligence, Control and Systems Engineering and Electrical and Electronic Engineering, on topics such as Reinforcement Learning in Robotics, Advanced Multi-Objective Optimization Algorithms and Advanced Bandit Algorithms Research.

ORCID 0000-0002-5394-4094 OpenAlex
World rank
#5,341,632
of 7,710,434 ranked researchers
Rank in Italy
#178,994
of 242,206
Works
20
Citations
110
Citations per work
5.5
h-index
5
i10-index 3Top 82% in Artificial Intelligence
Giorgio Manganini

What does Giorgio Manganini research?

Giorgio Manganini's work is mostly in Computer Science (36%), Engineering (25%), Decision Sciences (9%).

Physical Sciences: 12 works · 60.7% of their workComputer Science: 7 works · 35.7% of their workArtificial Intelligence: 4 works · 17.9% of their workComputational Theory and Mathematics: 2 works · 10.7% of their workSignal Processing: 1 works · 7.1% of their workEngineering: 5 works · 25.0% of their workControl and Systems Engineering: 3 works · 14.3% of their workElectrical and Electronic Engineering: 2 works · 10.7% of their workEverything else: 6 works · 30.4% of their workSocial Sciences: 2 works · 8.9% of their workDecision Sciences: 2 works · 8.9% of their workManagement Science and Operations Research: 2 works · 8.9% of their workTHEIR WORKGiorgio Manganini20works
Physical Sciences61%Social Sciences9%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science735.7%
    2. Engineering525.0%
  2. Everything else630.4%
    1. Decision Sciences28.9%
  1. 1Artificial Intelligence18% of their works
  2. 2Control and Systems Engineering14% of their works
  3. 3Electrical and Electronic Engineering11% of their works
  4. 4Computational Theory and Mathematics11% of their works
  5. 5Management Science and Operations Research9% of their works
  6. 6Signal Processing7% of their works

Research topics

Which keywords describe Giorgio Manganini's research?

The keywords of their largest research topics: Bayesian Optimization, Deep Learning, Reinforcement Learning, Online Learning, Autonomous Control, Nonlinear Systems, Robotics and Bandit Optimization.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 21 words, with their numbers
  1. Bayesian Optimization82 topics
  2. Deep Learning72 topics
  3. Reinforcement Learning72 topics
  4. Online Learning62 topics
  5. Autonomous Control51 topic
  6. Nonlinear Systems52 topics
  7. Robotics51 topic
  8. Bandit Optimization41 topic
  9. Contextual Bandits41 topic
  10. Evolutionary Algorithms41 topic
  11. Multiobjective Optimization41 topic
  12. Energy Systems31 topic
  13. Model Predictive Control31 topic
  14. Optimization31 topic
  15. Renewable Energy31 topic
  16. Adaptive Dynamic Programming21 topic
  17. Clustering21 topic
  18. GPS Trajectories21 topic
  19. Optimal Control21 topic
  20. Time Series21 topic
  21. Trajectory Data Mining21 topic

Where does Giorgio Manganini work?

Giorgio Manganini's main affiliation in the publication record is Politecnico di Milano, Italy.

How many publications and citations does Giorgio Manganini have?

OpenAlex counts 20 works and 110 citations for Giorgio Manganini, an h-index of 5, ranking #5,341,632 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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