import os
import multiprocessing

vals_eps = [0.5, 0.4, 0.3, 0.2, 0.1, 0.05, 0.01]
vals_gamma = [1.0, 0.99, 0.98, 0.97, 0.95, 0.9, 0.8, 0.7, 0.5]

num_tests = 25


def run_test(args):
    os.system(
        f"python3 MonteCarloAgent.py --train  --gamma {args[0]} --epsilon {args[1]} --wandb_project cs581 --wandb_job_type params"
    )


with multiprocessing.Pool(8) as p:
    p.map(run_test, [(gamma, eps) for gamma in vals_gamma for eps in vals_eps])