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BipedalWalker - AI teaching itself to walk

Augmented Random Search to make a a 2D biped walker to walk through rough terrain

2D Biped Walker

BipedalWalker

Description - Get a 2D biped walker to walk through rough terrain. Solved Requirements - BipedalWalker-v2 defines "solving" as getting average reward of 300 over 100 consecutive trials

Training videos

Run in Google Colab

Requirements:

  • Python
  • OpenAI Gym
  • Box2D environment

We will be using OpenAI gym, a toolkit for reinforcement learning. It also gives some standard set of environments. See env

Setup is really painful and may not even work in local systems. Rather to simplify the reporducibility, use the Google Colab file.


Copyright & License

Copyright (C) 2018 Mayur Madnani

Licensed under Apache License 2.0

See the LICENSE.