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poca-SoccerTwos-Gpu

Reinforcement Learning
ml-agents
TensorBoard
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unity-ml-agents
deep-reinforcement-learning
ML-Agents-SoccerTwos
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poca-SoccerTwos-Gpu
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default_settings: null
behaviors:
  SoccerTwos:
    trainer_type: poca
    hyperparameters:
      batch_size: 4096
      buffer_size: 40960
      learning_rate: 0.00025
      beta: 0.005
      epsilon: 0.15
      lambd: 0.95
      num_epoch: 3
      learning_rate_schedule: constant
      beta_schedule: constant
      epsilon_schedule: constant
    checkpoint_interval: 500000
    network_settings:
      normalize: false
      hidden_units: 512
      num_layers: 2
      vis_encode_type: simple
      memory: null
      goal_conditioning_type: hyper
      deterministic: false
    reward_signals:
      extrinsic:
        gamma: 0.995
        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
    init_path: null
    keep_checkpoints: 5
    even_checkpoints: false
    max_steps: 10000000
    time_horizon: 1500
    summary_freq: 10000
    threaded: false
    self_play:
      save_steps: 70000
      team_change: 350000
      swap_steps: 3000
      window: 10
      play_against_latest_model_ratio: 0.5
      initial_elo: 1200.0
    behavioral_cloning: null
env_settings:
  env_path: ./training-envs-executables/SoccerTwos.exe
  env_args: null
  base_port: 5005
  num_envs: 1
  num_areas: 1
  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: true
environment_parameters: null
checkpoint_settings:
  run_id: SoccerTwosGPU
  initialize_from: null
  load_model: false
  resume: false
  force: true
  train_model: false
  inference: false
  results_dir: results
torch_settings:
  device: cuda
debug: false