diff --git a/docs/getting_started/simulator.ipynb b/docs/getting_started/simulator.ipynb
index 0dbb8d1..17f6e29 100644
--- a/docs/getting_started/simulator.ipynb
+++ b/docs/getting_started/simulator.ipynb
@@ -2,7 +2,7 @@
   "cells": [
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 13,
       "id": "a8ddc37c-66d2-43e4-8162-6be19a1d70a1",
       "metadata": {},
       "outputs": [],
@@ -13,7 +13,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 14,
       "id": "cab40f99-3460-4497-8b9f-3d669eee1e11",
       "metadata": {},
       "outputs": [],
@@ -86,10 +86,31 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 15,
       "id": "eb0fadc0-7bb6-4c1d-ae3e-9e16527726ab",
       "metadata": {},
-      "outputs": [],
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "ModelType.MDP with name None\n",
+            "\n",
+            "States:\n",
+            "State 0 with labels ['init'] and features {}\n",
+            "State 1 with labels ['carchosen'] and features {}\n",
+            "State 2 with labels ['open'] and features {}\n",
+            "State 3 with labels ['goatrevealed'] and features {}\n",
+            "State 4 with labels ['target', 'done'] and features {}\n",
+            "\n",
+            "Transitions:\n",
+            "0.3333333333333333 -> State 1 with labels ['carchosen'] and features {}\n",
+            "1.0 -> State 2 with labels ['open'] and features {}\n",
+            "0.5 -> State 3 with labels ['goatrevealed'] and features {}\n",
+            "1.0 -> State 4 with labels ['target', 'done'] and features {}\n"
+          ]
+        }
+      ],
       "source": [
         "#we want to simulate this model. That is, we start at the initial state and then\n",
         "#we walk through the model according to transition probabilities.\n",
@@ -109,12 +130,33 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 16,
       "id": "59ac1e34-866c-42c4-b19b-c2a15c830e2e",
       "metadata": {
         "scrolled": true
       },
-      "outputs": [],
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "ModelType.MDP with name None\n",
+            "\n",
+            "States:\n",
+            "State 0 with labels ['init'] and features {}\n",
+            "State 1 with labels ['carchosen'] and features {}\n",
+            "State 2 with labels ['open'] and features {}\n",
+            "State 3 with labels ['goatrevealed'] and features {}\n",
+            "State 4 with labels ['done'] and features {}\n",
+            "\n",
+            "Transitions:\n",
+            "0.3333333333333333 -> State 1 with labels ['carchosen'] and features {}\n",
+            "1.0 -> State 2 with labels ['open'] and features {}\n",
+            "1.0 -> State 3 with labels ['goatrevealed'] and features {}\n",
+            "1.0 -> State 4 with labels ['done'] and features {}\n"
+          ]
+        }
+      ],
       "source": [
         "#it still chooses random actions but we can prevent this by providing a scheduler:\n",
         "taken_actions = {}\n",
@@ -128,10 +170,63 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 17,
       "id": "22871288-755c-463f-9150-f207c2f5c211",
       "metadata": {},
-      "outputs": [],
+      "outputs": [
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "dedb21bb36f34f78926a65af349155a0",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "Output()"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "a99224b532bf40dab9b7e7018bed689f",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "Output()"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "28879179b6684e7789aefe922d77d759",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "HBox(children=(Output(), Output()))"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "text/plain": [
+              "<stormvogel.visualization.Visualization at 0x118715370>"
+            ]
+          },
+          "execution_count": 17,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
       "source": [
         "#we can also visualize the partial model that we get from the simulator:\n",
         "show.show(partial_model)\n"
@@ -139,10 +234,18 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 18,
       "id": "34d0c293-d090-4e3d-9e80-4351f5fcba62",
       "metadata": {},
-      "outputs": [],
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "initial state --(action: empty)--> state: 2 --(action: open0)--> state: 7 --(action: empty)--> state: 17 --(action: stay)--> state: 33\n"
+          ]
+        }
+      ],
       "source": [
         "#we can also use another simulator function that returns a path instead of a partial model:\n",
         "path = stormvogel.simulator.simulate_path(mdp, steps=4, scheduler=scheduler, seed=123456)\n",
@@ -161,9 +264,9 @@
   ],
   "metadata": {
     "kernelspec": {
-      "display_name": "Python (stormvogel)",
+      "display_name": ".venv",
       "language": "python",
-      "name": "stormvogel-env"
+      "name": "python3"
     },
     "language_info": {
       "codemirror_mode": {
@@ -175,7 +278,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.12.7"
+      "version": "3.12.6"
     }
   },
   "nbformat": 4,