Target Policy Noise Clip

Problem

Clip target policy noise to the interval [-clip_range, clip_range].

Hint

Bounding the noise keeps the smoothed target close to the true target action.

case 1

in: [0.2,0.5]

expected: 0.2

case 2

in: [0.8,0.5]

expected: 0.5

case 3

in: [-0.8,0.5]

expected: -0.5

Starter codePython

def clip_target_noise(noise, clip_range):
    # Your code here
    pass

3 test cases · run your code against them in the editor