diff --git a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb
index deb6505f..2a5ec16f 100644
--- a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb
+++ b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb
@@ -639,7 +639,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Now, the reward will eventually increase to 1.0, even after red agent attempts subsequent attacks."
+    "Now, the reward will eventually increase to 0.9, even after red agent attempts subsequent attacks."
    ]
   },
   {
@@ -648,7 +648,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "for step in range(30):\n",
+    "for step in range(40):\n",
     "    obs, reward, terminated, truncated, info = env.step(0)  # do nothing\n",
     "    print(f\"step: {env.game.step_counter}, Red action: {info['agent_actions']['data_manipulation_attacker'].action}, Blue reward:{reward:.2f}\" )"
    ]
@@ -686,7 +686,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.12"
+   "version": "3.10.11"
   }
  },
  "nbformat": 4,