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surgicalgym's Introduction

Samuel Schmidgall

Google Scholar / LinkedIn / Twitter


Interests & Active Research Areas

Primary Research Areas

Medical AI

  • โš•๏ธ Medical language models

Robotics

  • ๐Ÿงฌ Autonomous surgery
  • ๐Ÿฆพ Deep imitation learning
  • ๐Ÿ“ท Vision-based robotic manipulation
  • ๐Ÿฆ‘ Deep reinforcement learning for robotics

Biology & Computational Neuroscience

  • ๐Ÿง  Learning in brain organoids
  • โšก Neuromorphic computing & spiking neural networks
  • ๐Ÿš‚ Meta-learning with models of synaptic plasticity

Work Experience

  • Apr 2024 - Present: Research Intern @Stanford @Hiesinger Lab
  • May 2023 - Present: ECE PhD, NSF GRFP Fellow @JHU @AIEM
  • May 2019 - Apr 2024: Computer Scientist @NRL Space Robotics Lab
  • Feb 2023 - Nov 2023: Research Assistant @JHU @CAAT
  • May 2023 - Sept 2023: Research Affiliate @UCSC @NCG
  • Aug 2018 - May 2019 & Jan 2020 - Apr 2020: Research Assistant @GMU @MEGL
  • Jun 2018 - Feb 2019: Data Science Intern @Gartner
  • Mar 2017 - May 2018: Python Developer @AsymmetriQ

surgicalgym's People

Contributors

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Stargazers

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Watchers

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surgicalgym's Issues

Importing other robot arms to the trainingsystem

Thank you very much for providing such fascinating platform for parallel training with surgical robot! However, I see that the platform now mostly provides robot arms configs from the DaVinci system. Would there be any possible way for users to import / create their custom robot arms (e.g. like UR or Franka etc..)? I see that there are some .usd and their corresponding .py files, should we also like having our own .usd and .py for importing other robot arms?

NULL Prim Path Error

Great job! I've encountered some difficulties while running SurgicalGym and I was hoping you could provide some assistance.

The error message I'm receiving is: 'pxrInternal_v0_22__pxrReserved__::UsdPrim::_ApplyAPI' at line 450 in file /buildAgent/work/ac88d7d902b57417/USD/pxr/usd/usd/prim.cpp : 'Invalid prim 'null prim' ".

Upon reviewing the code, I suspect that the issue might be related to the 'prim_path' in the 'star.py' file at line 100 and the 'psm.py' file at line 98. I noticed that the value of 'self.default_zero_env_path' is set to '/World/envs/env_0', which doesn't exist on my computer.

Could you please suggest a solution to resolve this problem?

Thank you for your attention and assistance.

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