How to make Robot move like a Human with Reinforcement Learning (Paperback) (ISBN-13: 9798864120811)

Have you ever imagined a robot learning non-stop? What about a humanoid robot? It learns each step and between trials, and its learning does not stall. Our world is made of waves. We turned a fully connected neural network to work in Fourier domain instead of polynomial Taylor Series. It is a world explorer by its architecture.

It was an advertisement part. What about results? It solves Bipedal Walker-v3 within 70 episodes, Bipedal Walker Hardcore v3 version within 1000 episodes, within 1200 episodes it produces human like moves in Humanoid-v4.

We call it Symphony, music of gestures.

Author: Abdubakir Qo'shboqov,Timur Ishuov
ISBN-13: 9798864120811
Publisher: Independently Published
Language: English
Published: 10/11/2023
Pages: 36
Format: Paperback
Weight: 0.18lbs
Size: 9.00h x 6.00w x 0.09d