run_RL_exp.py

"""
This file is used to run various experiments in different tmux panes each.
"""

import os
import time

counter = 0
# for config in ['V2GProfitMax', 'PublicPST', 'V2GProfitPlusLoads']:
for config in ['V2GProfitPlusLoads']:
    # for algorithm in ['ddpg', 'td3', 'sac','ppo', 'tqc','ars', 'rppo']:
    # for algorithm in ['ddpg']:
    for algorithm in ['ddpg', 'td3', 'sac', 'a2c', 'ppo', 'tqc', 'trpo', 'ars', 'rppo']:
        command = 'tmux new-session -d \; send-keys "python3 train_stable_baselines.py' + \
            ' --algorithm ' + algorithm + \
            ' --device cuda:' + str(counter % 2) + \
            ' --config_file ev2gym/example_config_files/' + config + '.yaml' + \
            '" Enter'
        os.system(command=command)
        print(command)
        # wait for 10 seconds before starting the next experiment
        time.sleep(10)
        counter += 1
        
# for algorithm in ['ddpg', 'td3', 'sac', 'a2c', 'ppo', 'tqc', 'trpo', 'ars', 'rppo']:
#     command = 'tmux new-session -d \; send-keys "python3 train_stable_baselines.py' + \
#         ' --algorithm ' + algorithm + \
#         ' --device cuda:' + str(counter % 2) + \
#         '" Enter'
#     os.system(command=command)
#     print(command)
#     # wait for 10 seconds before starting the next experiment
#     time.sleep(10)
#     counter += 1