Reinforcement Learning running on Deno with GPU acceleration

Written on Tensorflow.js

This is an example of Reinforcement learning running in Deno. Written on top of the tfjs. Just a create (o) trying to reach the goal (E)

Nagranie.z.ekranu.2024-11-30.o.20.17.42.mov

Install Deno 2

https://docs.deno.com/runtime/getting_started/installation/

Install dependencies

deno install

Run training

deno run train

Enjoy!

And observe how this tiny creature is trying to reach the goal

TODO:

• add environment variables for hyper parameters
• save and load models
• implement Replay Buffer for better performance
• add more scenarios: mazes, deadly obstacles, enemies, multiple agents