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welcome to my profile :-)

  • studying learning-based controllers, merging the proven controls of old with modern ML
  • how can we prove controllers with learning-based elements?
  • what if a human is in the loop? then what...
  • online learning? how does a controller adapt to new information without disregarding the old

current work:

  • putting one of my controllers on a new servo we have in our lab (RMD-X8 1:6)
  • learning ROS2 and C++...why did I just dev my own C++ linear algebra library. should've done this during my undergrad

<-- that is my dog Chief, a 6-year-old German Shepherd and my home lab colleague 🐕‍🦺

Jake Elkins's Projects

google-scholar-analysis icon google-scholar-analysis

Some code I'm writing for analyzing research areas using google scholar, NLP, topic modeling, clustering, etc.

gym-attitudecontrol icon gym-attitudecontrol

my [original - now kinda outdated and bad] custom OpenAI gym env for my attitude control research

jakeelkins icon jakeelkins

To host my README for my github profile since I'm applying to jobs soon :D

jakeelkins.github.io icon jakeelkins.github.io

Hosting my personal website here for quick access to me and my projects, social medias, etc

jakeytorch icon jakeytorch

An end-to-end neural network trainer for k-class classification, fully in CUDA C++ (for my GPGPU course)

mit-phd-fields icon mit-phd-fields

a spot for me to put the docs, notes I find from MIT's autonomy PhD to work with

onsmc-cpp icon onsmc-cpp

c++ implementation of my online sliding mode for the lab

onsmc-realtime icon onsmc-realtime

Realtime implementation of ONSMC on the RMD X8 actuator using ROS2.

rl-research icon rl-research

Where I [was going to] put all my research code for future ref

rmd-x8-api icon rmd-x8-api

Python class for interfacing with the rmd-x8 1:6 servo for my robotic arm experiments. Main commands are position control at given velocity and pure torque control.

ros2-rmdx8 icon ros2-rmdx8

for developing the ROS2 graph for the RMD x8 in our lab

socketcan-rmdx8 icon socketcan-rmdx8

for developing the linux/cpp class for interfacing with the MyActuator RMD X8 in our lab

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