Shie Mannor

Technion – Israel Institute of Technology

Papers

8

Total Citations

130

H-Index

5

About

No biography available yet.

Research Focus

Computer science8 · 130 citations
Artificial intelligence7 · 125 citations
Reinforcement learning7 · 125 citations
Machine learning4 · 114 citations
Mathematics4 · 107 citations
Mathematical optimization4 · 107 citations
Robustness (evolution)3 · 103 citations
Adversary2 · 98 citations
Generalization2 · 98 citations
Adversarial system2 · 98 citations
Regularization (linguistics)2 · 98 citations
Robot2 · 98 citations

Key Achievements

5
H-Index
8
Papers
130
Total Citations
16
Avg Citations/Paper
🏆 Most Cited Paper
Action Robust Reinforcement Learning and Applications in Continuous Control
66 citations · 2019
📈 Most Prolific Year: 2019 (2 Papers)
🤝 Key Collaborators: 19
🏛 Institutions: Technion – Israel Institute of Technology

Top Papers

  1. 1
    Action Robust Reinforcement Learning and Applications in Continuous Control
    66 citations · 2019
  2. 2
    Action Robust Reinforcement Learning and Applications in Continuous Control
    32 citations · 2019
  3. 3
    Visualizing Dynamics: from t-SNE to SEMI-MDPs
    12 citations · 2016
  4. 4
    Continuous-Time Fitted Value Iteration for Robust Policies
    5 citations · 2022
  5. 5
    Sim and Real: Better Together
    5 citations · 2021
  6. 6
    Acting in Delayed Environments with Non-Stationary Markov Policies
    4 citations · 2021
  7. 7
    Deep Reinforcement Learning Discovers Internal Models
    3 citations · 2016
  8. 8
    The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems
    3 citations · 2020

Key Collaborators

GDGal Dalal2 shared papersYEYonathan Efroni2 shared papersCTChen Tessler2 shared papersTZTom Zahavy2 shared papersAGAnimesh Garg1 shared papersYFYaosheng Fu1 shared papersNBNir Ben-Zrihem1 shared papersNBNir Baram1 shared papersSDShirli Di Castro Shashua1 shared papersEBEvgeny Bolotin1 shared papersJPJan Peters1 shared papersDFDieter Fox1 shared papersDMDiana Marculescu1 shared papersDDDotan Di Castro1 shared papersMLMichael Lutter1 shared papersEDEsther Derman1 shared papersDNDavid Nellans1 shared papersAIAhmet Inci1 shared papersBBBoris Belousov1 shared papers
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