behaviors:
  3DBallHard:
    trainer_type: ppo_transfer
    hyperparameters:
      batch_size: 1200
      buffer_size: 12000
      learning_rate: 0.0003
      beta: 0.001
      epsilon: 0.2
      lambd: 0.95
      num_epoch: 3
      learning_rate_schedule: linear
      conv_thres: 1e-3
      use_transfer: true
      transfer_path: "results/single_ball/3DBall"
    network_settings:
      normalize: true
      hidden_units: 128
      num_layers: 1
      vis_encode_type: simple
    reward_signals:
      extrinsic:
        gamma: 0.995
        strength: 1.0
    keep_checkpoints: 5
    max_steps: 4000000
    time_horizon: 1000
    summary_freq: 12000
    threaded: true