DeepLearningAI

UE5.3 : AI Cars learns to drive with DeepLearning methods

DeepLearning AI 1.0: Simple neural network

Deep Learning

Deep Learning: Simple neural network without hidden layers

AI Cars:

There are ± 30 cars on the track. The cars have 5 points of vision to enable them to turn.

Time:

Race time: ± 60 seconds, timer common to AIs.

Reward system:

When a car passes a checkpoint, it gains 1 second on its timer to encourage it to make more points. In addition, a coefficient will be applied to checkpoints throughout the circuit to improve the AI's score as it improves.

Generation:

The first generation has a random weight. The next generation focuses on the top 5 AIs. This means that generation n+1 will generate new AI cars with the old best data cars. The more points a car has, the more data the next generation will get.