humanoid-ppo-gae:
    env: Humanoid-v1
    run: PPO
    stop:
        episode_reward_mean: 6000
    config:
        # Works for both torch and tf.
        framework: tf
        gamma: 0.995
        lambda: 0.95
        clip_param: 0.2
        kl_coeff: 1.0
        num_sgd_iter: 20
        lr: .0001
        sgd_minibatch_size: 32768
        horizon: 5000
        train_batch_size: 320000
        model:
            free_log_std: true
        num_workers: 64
        num_gpus: 4
        batch_mode: complete_episodes
        observation_filter: MeanStdFilter