Takazumi Matsumoto

Okinawa Institute of Science and Technology Graduate University

Papers

5

Total Citations

75

H-Index

5

About

No biography available yet.

Research Focus

Artificial intelligence5 · 75 citations
Machine learning5 · 75 citations
Computer science5 · 75 citations
Inference4 · 70 citations
Generalization3 · 55 citations
Mathematics3 · 53 citations
Artificial neural network2 · 43 citations
Latent variable model1 · 38 citations
Generative model1 · 38 citations
Latent variable1 · 38 citations
Generative grammar1 · 38 citations
Probabilistic logic1 · 38 citations

Key Achievements

5
H-Index
5
Papers
75
Total Citations
15
Avg Citations/Paper
🏆 Most Cited Paper
Goal-Directed Planning for Habituated Agents by Active Inference Using a Variational Recurrent Neural Network
38 citations · 2020
📈 Most Prolific Year: 2020 (1 Papers)
🤝 Key Collaborators: 6
🏛 Institutions: Okinawa Institute of Science and Technology Graduate University

Top Papers

  1. 1
    Goal-Directed Planning for Habituated Agents by Active Inference Using a Variational Recurrent Neural Network
    38 citations · 2020
  2. 2
    Goal-Directed Planning and Goal Understanding by Extended Active Inference: Evaluation through Simulated and Physical Robot Experiments
    15 citations · 2022
  3. 3
    Emergence of Content-Agnostic Information Processing by a Robot Using Active Inference, Visual Attention, Working Memory, and Planning
    10 citations · 2021
  4. 4
    Incremental Learning of Goal-Directed Actions in a Dynamic Environment by a Robot Using Active Inference
    7 citations · 2023
  5. 5
    Generating Goal-Directed Visuomotor Plans Based on Learning Using a Predictive Coding-type Deep Visuomotor Recurrent Neural Network Model
    5 citations · 2018

Key Collaborators

JTJun Tani5 shared papersWOWataru Ohata2 shared papersMJMinju Jung2 shared papersMCMinkyu Choi1 shared papersFBFabien Benureau1 shared papersJQJeffrey Queißer1 shared papers
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