Samuel C. Stanton

United States Army Research Office

Papers

4

Total Citations

28

H-Index

4

About

No biography available yet.

Research Focus

Artificial intelligence4 · 28 citations
Computer science4 · 28 citations
Mathematics3 · 24 citations
Reinforcement learning2 · 19 citations
Robot2 · 19 citations
Mathematical optimization2 · 19 citations
Robotics2 · 19 citations
Engineering2 · 19 citations
Generalization1 · 14 citations
Multi-task learning1 · 14 citations
Artificial neural network1 · 14 citations
Flexibility (engineering)1 · 14 citations

Key Achievements

4
H-Index
4
Papers
28
Total Citations
7
Avg Citations/Paper
🏆 Most Cited Paper
Deconstructing the Inductive Biases of Hamiltonian Neural Networks
14 citations · 2022
📈 Most Prolific Year: 2018 (2 Papers)
🤝 Key Collaborators: 6
🏛 Institutions: United States Army Research Office

Top Papers

  1. 1
    Deconstructing the Inductive Biases of Hamiltonian Neural Networks
    14 citations · 2022
  2. 2
    Approaching robotics and autonomous systems as an integrated materials, energy, and control problem
    5 citations · 2018
  3. 3
    Conditioning Sparse Variational Gaussian Processes for Online\n Decision-making
    5 citations · 2021
  4. 4
    Situated experimental agents for scientific discovery
    4 citations · 2018

Key Collaborators

AGAndrew Gordon Wilson2 shared papersWJWesley J. Maddox1 shared papersNGNate Gruver1 shared papersMSMichael S. Strano1 shared papersSMShawn M. Walsh1 shared papersMFMarc Finzi1 shared papers
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