UnityMLEssentials

Various examples of ml-agents while teaching concepts about it in my YouTube Channel

Example Scenes: (New Demos In Progress)

ParkingLot.unity Demonstrates how to park a car with machine learning. ParkingLotAdvanced.unity Demonstrates how to park a car with machine learning in a more advanced area.

Config used -> /Assets/Config/SelfParking.yaml

<img src="https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/ParkingLot1.gif" width="300"> <img src="https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/ParkingLot2.gif" width="300">

CrossTheRoad.unity Demonstrates how to mimic Crossy Road game mechanic with machine learning.

Config used -> /Assets/Config/CrossTheRoad.yaml

<img src="https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/CrossTheRoad1.gif" width="300"> <img src="https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/CrossTheRoad2.gif" width="300"> <img src="https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/CrossTheRoad3.gif" width="300">

BasicPathFinding.unity Demonstrates how agents learn to reach a goal and walk through an area.

Config used -> /Assets/Config/PlayerMaze.yaml

<img src="https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/BasicPathFinding.gif" width="300">

BasicAvoidance.unity Demonstrates how agents learn to avoid objects coming towards them.

Config used -> /Assets/Config/PlayerAvoidance.yaml

<img src="https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/BasicAvoidance.gif" width="300">