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poca-SoccerTwosMemory

Reinforcement Learning
ml-agents
TensorBoard
ONNX
SoccerTwos
deep-reinforcement-learning
ML-Agents-SoccerTwos
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poca-SoccerTwosMemory
File size: 2,668 Bytes 
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default_settings: null
behaviors:
  SoccerTwos:
    trainer_type: poca
    hyperparameters:
      batch_size: 20000
      buffer_size: 80000
      learning_rate: 0.0001
      beta: 0.005
      epsilon: 0.1
      lambd: 0.95
      num_epoch: 3
      learning_rate_schedule: constant
      beta_schedule: linear
      epsilon_schedule: constant
    checkpoint_interval: 500000
    network_settings:
      normalize: true
      hidden_units: 512
      num_layers: 2
      vis_encode_type: simple
      memory:
        sequence_length: 16
        memory_size: 128
      goal_conditioning_type: hyper
      deterministic: false
    reward_signals:
      extrinsic:
        gamma: 0.999
        strength: 1.0
        network_settings:
          normalize: false
          hidden_units: 128
          num_layers: 2
          vis_encode_type: simple
          memory: null
          goal_conditioning_type: hyper
          deterministic: false
      curiosity:
        gamma: 0.7
        strength: 1.0e-06
        network_settings:
          normalize: false
          hidden_units: 512
          num_layers: 2
          vis_encode_type: simple
          memory: null
          goal_conditioning_type: hyper
          deterministic: false
        learning_rate: 0.0003
        encoding_size: 512
      rnd:
        gamma: 0.7
        strength: 1.0e-06
        network_settings:
          normalize: false
          hidden_units: 128
          num_layers: 2
          vis_encode_type: simple
          memory: null
          goal_conditioning_type: hyper
          deterministic: false
        learning_rate: 0.0001
        encoding_size: null
    init_path: null
    keep_checkpoints: 1
    even_checkpoints: false
    max_steps: 10000000000
    time_horizon: 1000
    summary_freq: 10000
    threaded: false
    self_play:
      save_steps: 500000
      team_change: 10000
      swap_steps: 500
      window: 30
      play_against_latest_model_ratio: 0.9
      initial_elo: 1.0
    behavioral_cloning: null
env_settings:
  env_path: ./SoccerTwos/SoccerTwos.app
  env_args: null
  base_port: 5005
  num_envs: 1
  num_areas: 1
  timeout_wait: 60
  seed: -1
  max_lifetime_restarts: 10
  restarts_rate_limit_n: 1
  restarts_rate_limit_period_s: 60
engine_settings:
  width: 84
  height: 84
  quality_level: 5
  time_scale: 20
  target_frame_rate: -1
  capture_frame_rate: 60
  no_graphics: false
  no_graphics_monitor: false
environment_parameters: null
checkpoint_settings:
  run_id: sept-run-01
  initialize_from: null
  load_model: false
  resume: true
  force: false
  train_model: false
  inference: false
  results_dir: results
torch_settings:
  device: null
debug: false