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Mountaincar by SARSA(lambda) with function approximation

based on: evangravelle's work

https://gist.github.com/evangravelle/56defd6d01ee738f7cbeb84013145a43


env: openai gym 'MountainCar-v0'

observation:

[0] position [-1.2,0.6]

[1] velocity [-0.07,0.07]

actions:

[0] push left

[1] no push

[2] push right


setting:

features: 16*16 RBF

episode length: 500 per trial

step length: 2000 per episode


hyperparameters:

alpha=0.1

lambda=0.5

gamma=0.99

epsilon0=0.1

epsilonf=0.01


results:

learning curve:

alt test

final Q:

alt test

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