Andrew G. Barto
Andrew G. Barto publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Cognitive Neuroscience, on topics such as Reinforcement Learning in Robotics, Evolutionary Algorithms and Applications and Adaptive Dynamic Programming Control.
- World rank
- #17,414 of 1,633,909 ranked researchers
- Rank in United States
- #8,284 of 358,040
- Works
- 52
- Citations
- 939
- Citations per work
- 18.1
What does Andrew G. Barto research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence45% of their works
- 2Computational Theory and Mathematics14% of their works
- 3Cognitive Neuroscience13% of their works
- 4Control and Systems Engineering6% of their works
- 5Biomedical Engineering4% of their works
- 6Management Science and Operations Research4% of their works
Research topics
Which keywords describe Andrew G. Barto's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Reinforcement Learning, Autonomous Control, Robotics, Genetic Programming, Machine Learning and Adaptive Dynamic Programming.
- Hippocampus
- Robot Learning
- Grasping
- Computability
- Algorithmic Information Theory
- Adaptive Dynamic Programming
- Genetic Programming
- Autonomous Control
- Deep Learning
- Neural Networks
- Reinforcement Learning
- Robotics
- Machine Learning
- Optimal Control
- Backpropagation Learning
- Cortical Networks
- Neuronal Oscillations
- Self-Organizing Maps
- Memory
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 19 words, with their numbers
- Neural Networks203 topics
- Deep Learning193 topics
- Reinforcement Learning172 topics
- Autonomous Control131 topic
- Robotics131 topic
- Genetic Programming71 topic
- Machine Learning71 topic
- Adaptive Dynamic Programming41 topic
- Optimal Control41 topic
- Algorithmic Information Theory31 topic
- Backpropagation Learning31 topic
- Computability31 topic
- Cortical Networks31 topic
- Grasping31 topic
- Neuronal Oscillations31 topic
- Robot Learning31 topic
- Self-Organizing Maps31 topic
- Hippocampus21 topic
- Memory21 topic
Where does Andrew G. Barto work?
Andrew G. Barto's main affiliation in the publication record is University of Massachusetts Amherst, United States.
How many publications and citations does Andrew G. Barto have?
Science Explorer counts 52 works and 939 citations for Andrew G. Barto, ranking #17,414 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.