Reinforce Me

A reinforcement learning demo in Unreal Engine

The goal of this project was to create a simple, interactive, reinforcement learning scenario inside Unreal Engine.

In the game, an agent starts from the yellow tiles and moves in a grid environment trying to reach a goal (green tiles), while avoiding hazards (red tiles).

After a couple of minutes, thanks to reinforcement learning, the agent has discovered some short paths to the goal that also avoid the hazards.

The environment can be customized in terms of size, number of goals, etc...