import numpy as np import random def pseudo_random_policy(state, pre_action): def get_description(): return "Select action randomly" pseudo_random_policy.description = get_description() return [2 * random.random() - 1 for i in range(8)] def real_random_policy(state, pre_action=1): def get_description(): return "Select action with a random policy" real_random_policy.description = get_description() return [2 * random.random() - 1 for i in range(8)]