def random_agent_kwargs(agent_config, session_config):
    """
    Get a random agent's keyword arguments for initialization.

    Args:
        agent_config: The configuration of the agent.
        session_config: The session configuration.

    Returns:
        A dictionary of keyword args for a random agent.
    """
    return dict(
        device=None,
        session_config=session_config,
        distributed_spec=None,
        discount=1.0,
        batched_observe=1000,
        variable_noise=None,
        states_preprocessing_spec=None,
        explorations_spec=None,
        reward_preprocessing_spec=None,
    )