Amit Parag

Institut de Mathématiques de Toulouse, SINTEF, Centre National de la Recherche Scientifique

Papers

3

Total Citations

10

H-Index

2

About

No biography available yet.

Research Focus

Computer science3 · 10 citations
Artificial intelligence3 · 10 citations
Reinforcement learning2 · 7 citations
Mathematics2 · 7 citations
Trajectory2 · 7 citations
Mathematical optimization1 · 6 citations
Artificial neural network1 · 6 citations
Gradient descent1 · 6 citations
Convergence (economics)1 · 6 citations
Function (biology)1 · 6 citations
Bellman equation1 · 6 citations
Function approximation1 · 6 citations

Key Achievements

2
H-Index
3
Papers
10
Total Citations
3
Avg Citations/Paper
🏆 Most Cited Paper
Value learning from trajectory optimization and Sobolev descent: A step toward reinforcement learning with superlinear convergence properties
6 citations · 2022
📈 Most Prolific Year: 2022 (1 Papers)
🤝 Key Collaborators: 7
🏛 Institutions: Institut de Mathématiques de Toulouse, SINTEF, Centre National de la Recherche Scientifique

Top Papers

  1. 1
    Value learning from trajectory optimization and Sobolev descent: A step toward reinforcement learning with superlinear convergence properties
    6 citations · 2022
  2. 2
    Learning incipient slip with GelSight sensors: Attention Classification with Video Vision Transformers
    3 citations · 2024
  3. 3
    Optimizing Complex Control Systems with Differentiable Simulators: A Hybrid Approach to Reinforcement Learning and Trajectory Planning
    1 citations · 2025

Key Collaborators

EMEkrem Misimi2 shared papersEHEdward H. Adelson1 shared papersLSLéo Saci1 shared papersNMNicolas Mansard1 shared papersSKSébastien Kleff1 shared papersNMNicolas Mansard1 shared papersOSOlivier Stasse1 shared papers
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