"""MA-DQN training wrapper."""
from agents.madqn_agent import MADQNAgent
from training.train_value_based import train_sumo_value_based


def train_sumo_madqn(log_dir=None, checkpoint_dir=None, run_timestamp=None):
    return train_sumo_value_based(
        "madqn",
        "MA-DQN",
        MADQNAgent,
        log_dir=log_dir,
        checkpoint_dir=checkpoint_dir,
        run_timestamp=run_timestamp,
    )