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NeuroDriver
NeuroDriver
by sem23
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NeuroDriver
Tags for NeuroDriver
Description
In NeuroDriver you are managing a team of drivers instead of driving yourself. While the game ships with some pre-trained drivers, you are also able to train your own elite drivers with a machine learning technique running in train mode. Nevertheless, you should be able to beat the game without training, which does not mean that improving drivers has no advantage.
Furthermore you can create your own drivers in options menu. The size of brain depends on its architecture: multi-layer perceptrons can have more neurons and hidden layers than the long-short term memory (LSTM), because LSTM has - due to its architecture - more hidden neurons and connections, which impacts on computation speed. While applying new brain values will reset your current drivers, you can change genetics parameters all the time without auto-reset.
The currently used machine learning technique is part of the neuro-evolutionary algorithm theory, which combines neural networks with evolutionary/genetic algorithms. Feel free to ask me or have a look at wikipedia, it's worth reading!
How to Play
# win money by driving arcade races, tournaments or special events
# you can change driving style which influences speed and fuel consumption
# you can improve your drivers by training (although the supplied ones are quite well)
# get all cars & upgrades
# achieve best rank in all races
# create new tracks with track editor
Comments
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sgschult
Jun. 16, 2015
Very frustrating when you have perfect racers in training, but then they all crash into each other and can't complete a lap in race mode.
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TheDiscoverer
Jun. 10, 2015
nice game idea,racing + idle never before so much tried...the game needs a short intro and not a 6 paged-tutorial,besides that good game;)
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Jondean
Jun. 11, 2015
tried building a track, but their needs to be more track parts to complete it, unless you can rotate the track parts.
TheDiscoverer
Jun. 10, 2015
When i upgrade something of the car a description would be nice,not only pictures of anything we dont know
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Skull_Krusher
Jun. 15, 2015
What does power distribution do?
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