diff --git a/CM3020 Artificial Intelligence/Week 7/Files/01-creating-things.ipynb b/CM3020 Artificial Intelligence/Week 7/Files/01-creating-things.ipynb
new file mode 100644
index 0000000..b52ecc8
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/01-creating-things.ipynb
@@ -0,0 +1,139 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "43832635-49f6-45d0-9a5f-14d4d634731d",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "0"
+ ]
+ },
+ "execution_count": 1,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import pybullet as p\n",
+ "p.connect(p.GUI)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "e374f315-b9ab-42d1-b33d-518c74f95c43",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "floor_shape = p.createCollisionShape(p.GEOM_PLANE)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "f844a0fb-efa5-4461-9589-31ba09f526b8",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "floor = p.createMultiBody(floor_shape, floor_shape) #(vision geometry, collision geometry)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "fb392ce2-d95b-4481-9246-08ca71adeb12",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Create a new geometry, box instead of a plane\n",
+ "box_shape = p.createCollisionShape(p.GEOM_BOX, halfExtents = [1, 1, 1])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "c50db6e4-d784-4924-8751-da704e376352",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "box = p.createMultiBody(box_shape, box_shape) #create a box at (0.0.0)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "857c7c29-7bf0-486b-8aa4-9deb5e0a76e5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p.setGravity(0, 0, -10) #(x, z, y) forces\n",
+ "p.setRealTimeSimulation(1)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "c6c09422-92f2-4eef-8c22-55fb86c1c1b0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "box_object1 = p.createMultiBody(box_shape,box_shape)\n",
+ "box_object2 = p.createMultiBody(box_shape,box_shape)\n",
+ "p.resetBasePositionAndOrientation(box_object1, [0, -1, 2], [0, 0, 0, 1])\n",
+ "p.resetBasePositionAndOrientation(box_object2, [0, 1, 2], [0, 0, 0, 1])\n",
+ "p.setGravity(0, 0, -10)\n",
+ "p.setRealTimeSimulation(1)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "e3e857c9-d3e4-4028-8abf-3ad25b4cbc63",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "fruits = [p.createMultiBody(box_shape,box_shape)] * 9\n",
+ "for index in range(9):\n",
+ " p.resetBasePositionAndOrientation(fruits[index], [index, index * 3, 4], [0, 0, 0, 1])\n",
+ "p.setGravity(0, 0, -10)\n",
+ "p.setRealTimeSimulation(1)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "7834922b-8671-4997-a14d-696ddd217805",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "box_object3 = p.createMultiBody(box_shape,box_shape)\n",
+ "p.resetBasePositionAndOrientation(box_object1, [5, 5, 5], [3, 3, 3, 1])"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "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": "3.10.8"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/02-urdf-file-format.ipynb b/CM3020 Artificial Intelligence/Week 7/Files/02-urdf-file-format.ipynb
new file mode 100644
index 0000000..ff4bf0f
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/02-urdf-file-format.ipynb
@@ -0,0 +1,94 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "75ce20a6-75e2-488a-8bf9-fb77a28b67dc",
+ "metadata": {},
+ "source": [
+ "# Let's load a premade model"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "b4ef4a73-341b-4069-97ea-f112ca016113",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pybullet_data as pd"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "19eb502d-a4e4-48f8-aadd-e62f608f5dd4",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'C:\\\\Users\\\\Lev\\\\venvs\\\\pybullet-1\\\\lib\\\\site-packages\\\\pybullet_data'"
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "pd.getDataPath()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "990ca6c6-2ad0-4ac2-9dad-1c3604ad9d89",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "run starter.py"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "b0457b7d-eb89-4170-aaa6-e0183cfb40f6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robot = p.loadURDF(\"C:/Users/Lev/venvs/pybullet-1/Lib/site-packages/pybullet_data/r2d2.urdf\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "6573fad6-3e0a-4c6c-b9af-dedabc043c51",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "samurai = p.loadURDF(\"C:/Users/Lev/venvs/pybullet-1/Lib/site-packages/pybullet_data/samurai.urdf\")"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "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": "3.10.8"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/03-from-scract.ipynb b/CM3020 Artificial Intelligence/Week 7/Files/03-from-scract.ipynb
new file mode 100644
index 0000000..5466a79
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/03-from-scract.ipynb
@@ -0,0 +1,116 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "bf434024-1856-402d-83d2-83ea018a15b3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "run starter.py"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9a2fdca7-e44d-48ab-9094-bcbdccb9c24f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "more test.urdf"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5dd58498-852b-4e05-8cdb-b0ca81ce2a36",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "rob = p.loadURDF(\"C:/Users/Lev/venvs/pybullet-1/Lib/site-packages/pybullet_data/r2d2.urdf\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "cc47478e-bdf6-47da-8b12-0c9a83cd09eb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robo1 = p.loadURDF(\"test.urdf\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fcc550f3-08c0-41bf-bc2c-fe66a76840b6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p.setRealTimeSimulation(1)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8421e1a6-a0a9-48ea-803e-a10061a98749",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robo2 = p.loadURDF(\"test2.urdf\") # Collision"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5176eddf-f4e2-4bc7-88a6-084e9d240f66",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robo2 = p.loadURDF(\"test3.urdf\") # Inertia"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "271311c5-2151-4c18-a2e5-fc7a49436dbe",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robo3 = p.loadURDF(\"test4.urdf\") # multiple links and one joint\n",
+ "#rpy is roll pitch and y, rotation in different axis"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "4213edfc-c8d3-435f-a7ac-c852e24d454b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robo3 = p.loadURDF(\"humanoid.urdf\")"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "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": "3.10.8"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/04-moving-robot.ipynb b/CM3020 Artificial Intelligence/Week 7/Files/04-moving-robot.ipynb
new file mode 100644
index 0000000..e377b3f
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/04-moving-robot.ipynb
@@ -0,0 +1,185 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "4ab5ff34-e912-4cab-8381-de7ec26b65fc",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "run starter.py"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "fc0c016e-af2f-4424-a8c1-a6cc33681b22",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robo1 = p.loadURDF(\"test5.urdf\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "6f93de75-3fc1-4eaa-957d-19883f9b7d97",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p.setRealTimeSimulation(1)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "8c7b4ae6-994e-415a-9904-55c108af9ec7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p.resetBasePositionAndOrientation(robo1, [0, 0, 0.1], [0, 0, 0, 1]) # reset position"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "571ef95b-aa71-4b67-a930-d6549561e703",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p.setJointMotorControl2(robo1, 0, controlMode = p.VELOCITY_CONTROL, targetVelocity = 10)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "4ece4ccc-e6f4-4190-8d8c-42120f37ee94",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p.setJointMotorControl2(robo1, 0, controlMode = p.POSITION_CONTROL, targetVelocity = 10, targetPosition = 10)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "5b025d5b-a240-4bd4-8587-0d28449233ea",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0,\n",
+ " b'base_to_sub',\n",
+ " 0,\n",
+ " 7,\n",
+ " 6,\n",
+ " 1,\n",
+ " 0.0,\n",
+ " 0.0,\n",
+ " 10.0,\n",
+ " 0.0,\n",
+ " 0.0,\n",
+ " 1.0,\n",
+ " b'sub_link',\n",
+ " (1.0, 0.0, 0.0),\n",
+ " (0.0, 0.0, 0.6),\n",
+ " (0.0, 0.0, 0.0, 1.0),\n",
+ " -1)"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "p.getJointInfo(robo1, 0)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "5375a85d-63be-4f0b-95c1-aa89c214151c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "0"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "p.JOINT_REVOLUTE"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "09dd3456-6c9b-4ba9-aaff-e907b215ba5c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "1"
+ ]
+ },
+ "execution_count": 17,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "p.JOINT_PRISMATIC"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "e65f8858-85d5-402e-855c-0972613ea529",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robo2 = p.loadURDF(\"test6.urdf\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "id": "7124ae81-cbe3-4ca7-bf6a-16c3905f5dcf",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p.setJointMotorControl2(robo2, 0, controlMode = p.VELOCITY_CONTROL, targetVelocity = 0.5)\n",
+ "p.setJointMotorControl2(robo2, 1, controlMode = p.VELOCITY_CONTROL, targetVelocity = 0.5)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "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": "3.10.8"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/05-moving-preset-robot.ipynb b/CM3020 Artificial Intelligence/Week 7/Files/05-moving-preset-robot.ipynb
new file mode 100644
index 0000000..54423ce
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/05-moving-preset-robot.ipynb
@@ -0,0 +1,120 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "0b2e213c-9b00-4632-9d5b-85eb8b210b4f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "run starter.py"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "589b742b-cf39-4d26-9237-7f3bee95fba2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robo1 = p.loadURDF(\"C:/Users/Lev/venvs/pybullet-1/Lib/site-packages/pybullet_data/humanoid/humanoid.urdf\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "05e0eddd-8e54-42cb-8739-229e14dbf56e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p.setRealTimeSimulation(1)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "b113dbf1-903c-4a54-aa9a-a9a3ee6ee3e7",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "15"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "p.getNumJoints(robo1)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "21c48b17-c5ea-4fb3-9a1e-17e5e817f74b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "4\n",
+ "2\n",
+ "2\n",
+ "2\n",
+ "0\n",
+ "4\n",
+ "2\n",
+ "0\n",
+ "4\n",
+ "2\n",
+ "0\n",
+ "2\n",
+ "2\n",
+ "0\n",
+ "2\n"
+ ]
+ }
+ ],
+ "source": [
+ "for i in range(p.getNumJoints(robo1)):\n",
+ " print(p.getJointInfo(robo1, i) [2])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "969b3f01-ba40-4018-bc1c-efbd6a6d4ef6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for i in range(p.getNumJoints(robo1)):\n",
+ " p.setJointMotorControl2(robo1, i, controlMode = p.VELOCITY_CONTROL, targetVelocity = -0.25)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "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": "3.10.8"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/06-robot-race.ipynb b/CM3020 Artificial Intelligence/Week 7/Files/06-robot-race.ipynb
new file mode 100644
index 0000000..94c9c89
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/06-robot-race.ipynb
@@ -0,0 +1,79 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "2042474a-37dc-4469-81e0-37d9b0ff47b5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "run starter.py"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "c9af8a87-ec34-461e-bd7d-cf35d42df2c1",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robots = []"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "55df7549-1d34-43be-b7a0-0460feb8a95c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "robots.append(p.loadURDF(\"test6.urdf\"))\n",
+ "robots.append(p.loadURDF(\"steven-chiu.urdf\"))\n",
+ "robots.append(p.loadURDF(\"zalalem-alemu.urdf\"))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "fa028b3d-bd3e-4f6d-b531-ae334f4a6cfd",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for i in range(len(robots)):\n",
+ " for j in range(p.getNumJoints(robots[i])):\n",
+ " p.setJointMotorControl2(robots[i], j, controlMode = p.VELOCITY_CONTROL, targetVelocity = 5)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "7d4840be-e06f-4dca-a589-a0e5d634fd97",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p.setRealTimeSimulation(1)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "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": "3.10.8"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/humanoid.urdf b/CM3020 Artificial Intelligence/Week 7/Files/humanoid.urdf
new file mode 100644
index 0000000..151e0a3
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/humanoid.urdf
@@ -0,0 +1,1340 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/starter.py b/CM3020 Artificial Intelligence/Week 7/Files/starter.py
new file mode 100644
index 0000000..da066c0
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/starter.py
@@ -0,0 +1,9 @@
+import pybullet as p
+import pybullet_data as pd
+
+p.connect(p.GUI)
+p.setPhysicsEngineParameter(enableFileCaching = 0)
+p.configureDebugVisualizer(p.COV_ENABLE_GUI, 0)
+floor_shape = p.createCollisionShape(p.GEOM_PLANE)
+floor = p.createMultiBody(floor_shape, floor_shape)
+p.setGravity(0, 0, -10)
\ No newline at end of file
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/steven-chiu.urdf b/CM3020 Artificial Intelligence/Week 7/Files/steven-chiu.urdf
new file mode 100644
index 0000000..70d040a
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/steven-chiu.urdf
@@ -0,0 +1,69 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/test.urdf b/CM3020 Artificial Intelligence/Week 7/Files/test.urdf
new file mode 100644
index 0000000..9d0d4f2
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/test.urdf
@@ -0,0 +1,22 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/test2.urdf b/CM3020 Artificial Intelligence/Week 7/Files/test2.urdf
new file mode 100644
index 0000000..13e0b00
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/test2.urdf
@@ -0,0 +1,18 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/test3.urdf b/CM3020 Artificial Intelligence/Week 7/Files/test3.urdf
new file mode 100644
index 0000000..e77cb35
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/test3.urdf
@@ -0,0 +1,22 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/test4.urdf b/CM3020 Artificial Intelligence/Week 7/Files/test4.urdf
new file mode 100644
index 0000000..1272ee1
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/test4.urdf
@@ -0,0 +1,48 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/test5.urdf b/CM3020 Artificial Intelligence/Week 7/Files/test5.urdf
new file mode 100644
index 0000000..fad2f5f
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/test5.urdf
@@ -0,0 +1,48 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/test6.urdf b/CM3020 Artificial Intelligence/Week 7/Files/test6.urdf
new file mode 100644
index 0000000..235f5c2
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/test6.urdf
@@ -0,0 +1,74 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/CM3020 Artificial Intelligence/Week 7/Files/zalalem-alemu.urdf b/CM3020 Artificial Intelligence/Week 7/Files/zalalem-alemu.urdf
new file mode 100644
index 0000000..c025944
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Files/zalalem-alemu.urdf
@@ -0,0 +1,71 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/CM3020 Artificial Intelligence/Week 7/Week 7 Notes.md b/CM3020 Artificial Intelligence/Week 7/Week 7 Notes.md
new file mode 100644
index 0000000..45019b3
--- /dev/null
+++ b/CM3020 Artificial Intelligence/Week 7/Week 7 Notes.md
@@ -0,0 +1,66 @@
+# Key components in the creatures system
+Genetic Algorithms (GA) has 3 phases
+1. Varied population with heredity
+2. Some sort of test (selection)
+3. Variations of the winners/survivors (breeding)
+
+> The most creative and challenging parts of programming a GA are usually the problem specific aspects - Hervey, Inman (2009)
+
+We will roughly follow Sims, but with simplifications
+
+We'll use the URDF format
+
+We don't have a CM-5 handy, or access to the original Sims code, we'll use an alternative physics engine.
+
+### Genotype
+We'll follow Sims somewhat, but with simplifications.
+
+### Fitness function
+How far does it move?
+But... they are going to cheat!
+
+### Population model
+Roulette wheel selection etc.
+
+### Compute in parallel
+We can gain a lot of speed by computing in parallel
+
+### Technology stack
+* Python
+* Pybullet
+* URDF format
+
+# Introduction to pybullet
+### What is bullet
+It's a rigid and soft body physics engine originally developed by Erwin Coumans.
+
+### Demo
+It's written in C and C++. It's been translated to JS in ammo.js
+http://kripken.github.io/ammo.js/
+
+### Install pybullet
+* Create the virtual env and install pybullet
+
+# The URDR file format
+
+Stands for Unified Robot Description Format
+
+It's an XML-based file format for building robot models, including their motors and other dynamics.
+
+To generate a model programmatically is too complex when the problem has a currently viable solution.
+
+Using URDF makes it easier to share the models.
+
+Links are the parts, joints are the points where the parts meet and interact.
+
+# Moving a URDF robot
+
+There are 3 types of joints available in pybullet, though the URDF standard supports more. These are:
+* JOINT_REVOLUTE: rotate
+* JOINT_PRISMATIC: move along an axis
+* JOINT_FIXED: does not move
+
+# Mving a preset robot
+Joint info
+* getNumJoints
+* getJointInfo