async_a2c_parameters.json

{
  "agent":{
    "num_agents": 12,
    "seed": 52,
    "summary_file_path_prefix": "./logs/AsyncA2C_weatherdy_dy_measurement",
    "use_cuda": true,
    "learning_rate": 1e-5,
    "max_num_episodes": 500,
    "gamma": 0.99,
    "learning_step_thresh": 10,
    "clip_rewards": true,
    "load_trained_model": true,
    "save_freq_when_perf_improves": 0,
    "use_entropy_bonus": true
  },

  "env": {
    "type": "Atari",
    "episodic_life": true,
    "skip_rate": 1,
    "num_frames_to_stack": 4,
    "render": false,
    "normalize_observation": false,
    "useful_region": {
        "Default":{
                "crop1": 34,
                "crop2": 34,
                "dimension2": 80
                },
        "Asteroids": {
                   "crop1": 16,
                   "crop2": 34,
                   "dimension2": 94
                   },
        "BeamRider": {
                   "crop1": 20,
                   "crop2": 20,
                   "dimension2": 80
                   },
        "Breakout": {
                  "crop1": 34,
                  "crop2": 34,
                  "dimension2": 80
                  },
        "Centipede": {
          "crop1": 36,
          "crop2": 56,
          "dimension2": 90
        },
        "MsPacman": {
          "crop1": 2,
          "crop2": 10,
          "dimension2": 84
        },
        "Pong": {
          "crop1": 34,
          "crop2": 34,
          "dimension2": 80
        },
        "Seaquest": {
          "crop1": 30,
          "crop2": 30,
          "dimension2": 80
        },
        "SpaceInvaders": {
          "crop1": 8,
          "crop2": 36,
          "dimension2": 94
        },
        "VideoPinball": {
          "crop1": 42,
          "crop2": 60,
          "dimension2": 89
        },
        "Qbert": {
          "crop1": 12,
          "crop2": 40,
          "dimension2": 94
        },
        "Boxing": {
          "crop1": 30,
          "crop2": 30,
          "dimension2": 80
        }
      }
    }
}