data/before_after_comparison.json

{
  "summary": {
    "runs": 5,
    "avg_no_memory": 1.13,
    "avg_with_memory": 2.45,
    "pct_improvement": 116.81,
    "most_common_action_no_memory": "delegate",
    "most_common_action_with_memory": "communicate",
    "comm_usage_no_memory_pct": 40.0,
    "comm_usage_yes_memory_pct": 100.0
  },
  "no_memory": [
    {
      "total_reward": 1.0,
      "first_action": "delegate"
    },
    {
      "total_reward": 1.2
    }
  ],
  "with_memory": [
    {
      "total_reward": 2.5,
      "first_action": "communicate"
    },
    {
      "total_reward": 2.4
    }
  ]
}