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