Skip to content

easypeet/Unity-Mlagents-BalancingRobot

Repository files navigation

Reinforcement Learning - Balancing Robot

My own implementation of Unity ml-agents. In this example the agent is a balancing robot, consisting of a body connected to two wheels by a revolute joint. The wheels are torque controlled. The goal is to move to the target (red line) without tipping over. The red line spawns randomly with an x-distance from the starting point. The agent is penalized for tipping over (-1), spending time (-0.1 per iteration), and awarded for moving forward (0.1 per iteration) and reaching the goal (1).

About

No description, website, or topics provided.

Resources

License

Code of conduct

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published