pendulum-appo-vtrace:
    env: Pendulum-v0
    run: APPO
    stop:
        episode_reward_mean: -1000  # just check it learns a bit
        timesteps_total: 500000
    config:
        # Works for both torch and tf.
        framework: tf
        vtrace: true
        num_gpus: 0
        num_workers: 1
        lambda: 0.1
        gamma: 0.95
        lr: 0.0003
        train_batch_size: 100
        minibatch_buffer_size: 16
        num_sgd_iter: 10
        model:
            fcnet_hiddens: [256, 256]
        batch_mode: truncate_episodes
        observation_filter: MeanStdFilter
