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AIGym - For Machine Learning Atari to play games and similar Gym tasks.

Gym stuff

Most of these files are for seperate applications, so here's some idea of how it should be organized.

Todo: Create file structure to seperate applications and another file structure for classes that are shared across applications

Bidirectional Search

BiDirectionalFrameSearch.py
DataInit.py
FrameSearchBi.py
SampleSpace.py
Neuron.py
HiddenNetwork.py
BestScores.py

Gradient Descent

Generic.py
BestScores.py
Network.py
Neuron.py
HiddenNetwork.py
DataInit.py
SampleSpace.py

KMeans Clustering

Neuron.py
HiddenNetwork.py
DataInit.py
SampleSpace.py
BestScores.py
NetworkCluster.py
VisionCluster.py

Clustering and QLearning

DataInitQ.py
QNetwork.py
q_learn.py
GenericQ.py
SampleSpace.py

Other Applications:

Most of these applications were created as one offs to try new ideas, and were not tested, and may not work properly. They will generally run using python <file.py> <1 or 0: optional render, default 1> <1 or 0: opyional robust printing scores: default 1>

Show.py
ShowRandom.py
Lives.py
LivesObs.py
LivesRandom.py
LivesRandom2.py
LivesRandomFastVision.py
LivesRandomFast.py
Survival.py
SurvivalS.py
Vision.py
VisionCluster.py
VisionDvt.py
VisionMachine.py

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