Action Space Noise

Problem

Add noise to an action for exploration and clip the result to the valid range [low, high].

Hint

Clipping keeps the noisy action inside the environment's action bounds.

case 1

in: [0.5,0.2,-1,1]

expected: 0.7

case 2

in: [0.9,0.5,-1,1]

expected: 1

case 3

in: [-0.9,-0.5,-1,1]

expected: -1

Starter codePython

def action_space_noise(action, noise, low, high):
    # Your code here
    pass

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