Francisco S. Melo
Francisco S. Melo publishes mostly in Artificial Intelligence, Control and Systems Engineering and Management Science and Operations Research, on topics such as Reinforcement Learning in Robotics, Robot Manipulation and Learning and Bayesian Modeling and Causal Inference.
- World rank
- #830,700 of 1,633,909 ranked researchers
- Rank in Portugal
- #4,024 of 9,113
- Works
- 52
- Citations
- 111
- Citations per work
- 2.1
What does Francisco S. Melo research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence41% of their works
- 2Control and Systems Engineering12% of their works
- 3Management Science and Operations Research9% of their works
- 4Computer Vision and Pattern Recognition6% of their works
- 5Social Psychology6% of their works
- 6Aerospace Engineering3% of their works
Research topics
Which keywords describe Francisco S. Melo's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Reinforcement Learning, Robotics, Grasping, Robot Learning, Bandit Optimization and Bayesian Networks.
- Word Representation
- Monte Carlo Tree Search
- Socially Assistive Robotics
- Human-Robot Interaction
- Causal Inference
- Bayesian Networks
- Robot Learning
- Robotics
- Neural Networks
- Deep Learning
- Reinforcement Learning
- Grasping
- Bandit Optimization
- Bayesian Optimization
- Game Theory
- Network Formation
- Machine Translation
- Procedural Content Generation
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 18 words, with their numbers
- Deep Learning202 topics
- Neural Networks152 topics
- Reinforcement Learning131 topic
- Robotics131 topic
- Grasping71 topic
- Robot Learning71 topic
- Bandit Optimization31 topic
- Bayesian Networks31 topic
- Bayesian Optimization31 topic
- Causal Inference31 topic
- Game Theory31 topic
- Human-Robot Interaction31 topic
- Network Formation31 topic
- Socially Assistive Robotics31 topic
- Machine Translation21 topic
- Monte Carlo Tree Search21 topic
- Procedural Content Generation21 topic
- Word Representation21 topic
Where does Francisco S. Melo work?
Francisco S. Melo's main affiliation in the publication record is Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento, Portugal.
How many publications and citations does Francisco S. Melo have?
Science Explorer counts 52 works and 111 citations for Francisco S. Melo, ranking #830,700 of 1,633,909 researchers worldwide on the composite 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 are in the interactive view on the map. Is this your page? Request a correction or removal.