Siqi Shang

Columbia University

Papers

4

Total Citations

33

H-Index

3

About

No biography available yet.

Research Focus

Computer science4 · 33 citations
Artificial intelligence4 · 33 citations
Engineering3 · 30 citations
Reinforcement learning2 · 28 citations
Sampling (signal processing)2 · 28 citations
Machine learning2 · 28 citations
Computer vision2 · 28 citations
Human–computer interaction2 · 28 citations
Reinforcement1 · 25 citations
Control (management)3 · 8 citations
Stroke (engine)2 · 5 citations
Mechanical engineering2 · 5 citations

Key Achievements

3
H-Index
4
Papers
33
Total Citations
8
Avg Citations/Paper
🏆 Most Cited Paper
Sampling-based Exploration for Reinforcement Learning of Dexterous Manipulation
25 citations · 2023
📈 Most Prolific Year: 2024 (3 Papers)
🤝 Key Collaborators: 18
🏛 Institutions: Columbia University

Top Papers

  1. 1
    Sampling-based Exploration for Reinforcement Learning of Dexterous Manipulation
    25 citations · 2023
  2. 2
    R $$\times $$ R: Rapid eXploration for Reinforcement learning via sampling-based reset distributions and imitation pre-training
    3 citations · 2024
  3. 3
    ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke
    3 citations · 2024
  4. 4
    ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke
    2 citations · 2024

Key Collaborators

MCMatei Ciocarlie4 shared papersJXJingxi Xu2 shared papersETEric T. Chang2 shared papersJAJohnson Adams2 shared papersACAva Chen2 shared papersXZXinyue Zhu2 shared papersLWLauren Winterbottom2 shared papersPLPedro Leandro La Rotta2 shared papersWCWenxi Chen2 shared papersJSJoel Stein2 shared papersTLTristan L. Saidi2 shared papersRWRunsheng Wang2 shared papersTHTo-Liang Hsu2 shared papersGKGagan Khandate2 shared papersDMDawn M. Nilsen2 shared papersYLYan Liu1 shared papersKSKhondoker Shahin Ahmed1 shared papersSDSeth Dennis1 shared papers
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