run_trpo_sigma _test.py

import subprocess
import numpy as np

# subprocess.run(['git', 'pull'])
# subprocess.run(['git', 'add', '-A'])
# subprocess.run(['git', 'commit', '-m', 'Automated push: Test for sigma'])
# subprocess.run(['git', 'push'])

theta = str(1)
iterations = str(150)

number_of_equal_runs = 5

python_interpreter = #!INSERT PATH TO PYTHON INTERPRETER HERE

path = '/home/thops19/Documents/9semester/Project-in-Artificial-Intelligence-gym-challenge-/'
data_path = 'data'

subdir = 'PPO_sigma_test_theta_' + theta
base_log_name = 'PPO_sigma_'

sigma_test =[0.01, 0.02, 0.05, 0.1, 0.2]

# # Run the test for different sigma values
for j in range(0,number_of_equal_runs):
    # round to 2 decimals
    for i in sigma_test:
        sigma = round(i, 3)
        str_sigma = str(sigma) #add so 3 decimals are used
        while 1:
            if len(str_sigma) == 5:
                break
            str_sigma += '0'
        log_name = base_log_name + str_sigma + '_number_' + str(j)
        # Create the command
        # print('sigma = ' + str_sigma + ' number ' + str(j))
        print(log_name)
        command = [python_interpreter, path+'main.py', '--use_ppo', 'True', '--path', data_path,'--subdir', subdir, '--log_name', log_name, '--it', iterations, '--n_steps', '1024', '--sigma', str(sigma), '--theta', str(theta)]

        subprocess.run(command)
        
        #push to git
        # subprocess.run(['git', 'pull'])
        # subprocess.run(['git', 'add', '-A'])
        # subprocess.run(['git', 'commit', '-m', 'Automated push: Test for sigma = ' + str(sigma) + ' number ' + str(j)])
        # subprocess.run(['git', 'push'])