hyperparam_search_gpy.txt

Averages:

Leaning rate:
        Learning rate: 0.1   Average: 0.9577
        Learning rate: 0.01   Average: 0.9479
Training iterations:
        Training iterations: 25   Average: 0.9447
        Training iterations: 50   Average: 0.957
        Training iterations: 100   Average: 0.9556
        Training iterations: 200   Average: 0.9537
Approx:
        Approx: True   Average: 0.9606
        Approx: False   Average: 0.945
Noise:
        Noise: None   Average: 0.9535
        Noise: 0.1   Average: 0.9527
        Noise: 1e-05   Average: 0.9521



Best params:
        Learning rate: 0.1     Iterations: 100     Approx: False
        Reward: 0.1739       Peak: 0.9685     Length: 9.697