Masashi Okada

Panasonic (Japan), Panasonic (Poland)

Papers

6

Total Citations

119

H-Index

5

About

No biography available yet.

Research Focus

Machine learning6 · 119 citations
Computer science6 · 119 citations
Artificial intelligence6 · 119 citations
Reinforcement learning5 · 115 citations
Trajectory4 · 94 citations
Computer vision3 · 71 citations
Generative model2 · 50 citations
Object (grammar)2 · 50 citations
Deep learning2 · 50 citations
Autoencoder2 · 50 citations
Artificial neural network2 · 50 citations
Generative grammar2 · 50 citations

Key Achievements

5
H-Index
6
Papers
119
Total Citations
20
Avg Citations/Paper
🏆 Most Cited Paper
Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction
41 citations · 2021
📈 Most Prolific Year: 2019 (2 Papers)
🤝 Key Collaborators: 2
🏛 Institutions: Panasonic (Japan), Panasonic (Poland)

Top Papers

  1. 1
    Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction
    41 citations · 2021
  2. 2
    Variational Inference MPC for Bayesian Model-based Reinforcement Learning
    29 citations · 2019
  3. 3
    DreamingV2: Reinforcement Learning with Discrete World Models without Reconstruction
    21 citations · 2022
  4. 4
    Variational Inference MPC for Bayesian Model-based Reinforcement Learning
    15 citations · 2019
  5. 5
    Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction
    9 citations · 2020
  6. 6
    Domain-Adversarial and Conditional State Space Model for Imitation Learning
    4 citations · 2020

Key Collaborators

TTTadahiro Taniguchi6 shared papersRORyo Okumura1 shared papers
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