Reinforcement learning in JavaScript & Node.js

Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.

In this Repo I build Augmented Random Search its a game changing AI. It is very simple implementation it is able to do the exactly the same thing that Google Deep mind did in there accomplishment last year. Paper

Training autonomous vehicles with Augmented Random Search algorithm in the Carla driving simulator. Flatiron Capstone Project.

Augmented Random Search (ARS) and Deep Q Learning (DQN) reinforcement learning techniques to teach a simulated bipedal robot to walk.

Caution: Beware of Dogs!

Implementation of Augmented-Random-Search for OpenAI Gym environments

Sim-to-real reinforcement learning applied to soft quadrupedal gait optimization.

Augmented Random Search implementation