comparison.json

{
  "random": {
    "overall_score": 33.36,
    "survival_rate": 0.3088,
    "avg_wait_time": 6.5435,
    "resource_utilization": 0.106,
    "critical_patient_survival": 0.112,
    "invalid_action_rate": 0.5747,
    "scenario_scores": {
      "normal_day": 35.02,
      "surge": 33.86,
      "mass_casualty": 30.1,
      "night_shift": 35.06,
      "ventilator_crisis": 32.75
    }
  },
  "heuristic": {
    "overall_score": 68.43,
    "survival_rate": 0.6505,
    "avg_wait_time": 4.619,
    "resource_utilization": 0.2933,
    "critical_patient_survival": 0.7049,
    "invalid_action_rate": 0.0,
    "scenario_scores": {
      "normal_day": 83.46,
      "surge": 54.84,
      "mass_casualty": 50.23,
      "night_shift": 90.25,
      "ventilator_crisis": 63.39
    }
  },
  "ppo": {
    "overall_score": 78.85,
    "survival_rate": 0.8059,
    "avg_wait_time": 2.2745,
    "resource_utilization": 0.3626,
    "critical_patient_survival": 0.7633,
    "invalid_action_rate": 0.0,
    "scenario_scores": {
      "normal_day": 89.54,
      "surge": 68.38,
      "mass_casualty": 61.67,
      "night_shift": 90.81,
      "ventilator_crisis": 83.88
    }
  }
}