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Evolutionary Strategy

In this repo I tried using Evolutionary Stratgies to train a neural network to play Super Mario Bros. for the NES. The generall approach of this type of machine learning can be found here.

Trainingssession on SuperMarioBros-NES

Level 1-1 ✔/✔

Training 28 uses Agent_old (no sprinting) Training 42 uses the (new) Agent

Level 1-2 ❌/✔

Training 29 uses Agent_old (no sprinting) Training 43 uses the (new) Agent

Level 1-3 ❌/✔

Training 41 uses the (new) Agent Training 44 uses the (new) Agent

Level 1-4 ✔

Training 45 uses the (new) Agent

Level 1-1 and Level 1-2 in one Training ✔

Training 48 uses the (new) Agent From the same Trainingssession

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