#3110 Notebook update changes:

- All agent training demo notebooks now reference UC2.
- Terminal-Processing Notebook now includes a few extra markdown cells for extra context. Additionally yaml snippets have been updated to reflect 4.0.0 schema
- Request-and-Response notebook now includes a few more markdown cells for extra context as well as updated software names
- General notebook cell clean up and tidying.

src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb

@@ -8,7 +8,7 @@
     "\n",
     "© Crown-owned copyright 2025, Defence Science and Technology Laboratory UK\n",
     "\n",
-    "This notebook will demonstrate how to use the `PrimaiteRayMARLEnv` to train a very basic system with two PPO agents."
+    "This notebook will demonstrate how to use the `PrimaiteRayMARLEnv` to train a very basic system with two PPO agents on the [UC2 scenario](./Data-Manipulation-E2E-Demonstration.ipynb)."
    ]
   },
   {
@@ -34,17 +34,20 @@
    "outputs": [],
    "source": [
     "import yaml\n",
-    "\n",
-    "from primaite import PRIMAITE_PATHS\n",
-    "\n",
     "import ray\n",
+    "from primaite import PRIMAITE_PATHS\n",
     "from ray.rllib.algorithms.ppo import PPOConfig\n",
-    "from primaite.session.ray_envs import PrimaiteRayMARLEnv\n",
-    "from primaite.game.agent.scripted_agents import probabilistic_agent\n",
-    "\n",
+    "from primaite.session.ray_envs import PrimaiteRayMARLEnv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
     "with open(PRIMAITE_PATHS.user_config_path / 'example_config/data_manipulation_marl.yaml', 'r') as f:\n",
     "    cfg = yaml.safe_load(f)\n",
-    "\n",
     "ray.init(local_mode=True)"
    ]
   },
@@ -114,6 +117,18 @@
    "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.12"
   }
  },
  "nbformat": 4,