Recreating VINN: The Surprising Effectiveness of Representation Learning for Visual Imitation
October 22, 2024
Reimplementing the VINN paper, a non-parametric way of behaviour cloning direct from data.
Blog
October 22, 2024
Reimplementing the VINN paper, a non-parametric way of behaviour cloning direct from data.
September 6, 2024
I created a basic imitation learning policy from the ground up to see what it could learn. Spoiler - not much.
August 11, 2024
How to start with a robot arm - from first motions in simulation to the real world. Inverse kinematics, trajectories, position control, velocity control, in MuJoCo and on an Ufactory Lite 6.
June 3, 2024
Marine robotics is an area with huge potential for impact, but most people have very little idea about it. Here I explain some of the unique and interesting challenges that come with creating a robot for an underwater environment.