diff --git a/aa174a_aut2425/index.html b/aa174a_aut2425/index.html index dcb2c1e..6dae108 100644 --- a/aa174a_aut2425/index.html +++ b/aa174a_aut2425/index.html @@ -229,11 +229,12 @@

Schedule

Lecture 7 - +
Lecture 8 + Notebook 8 diff --git a/aa174a_aut2425/notebooks/lecture_8.ipynb b/aa174a_aut2425/notebooks/lecture_8.ipynb new file mode 100644 index 0000000..570f407 --- /dev/null +++ b/aa174a_aut2425/notebooks/lecture_8.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","metadata":{"id":"tT2r9jc66dO6"},"source":["# Motion Planning Algorithms for AA 174A: Principles of Robot Autonomy I\n","\n","This notebook demonstrates the implementation and visualization of several motion planning algorithms in a 2D configuration space. The goal of these algorithms is to find a feasible path from a starting point to a goal region while avoiding obstacles. The configuration space is represented as a 2D grid, where the starting point, goal region, and obstacles are defined.\n","\n","## Implemented Algorithms:\n","\n","### 1. **RRT (Rapidly-exploring Random Tree)**\n"," - **Description**: RRT is a randomized algorithm designed to efficiently search nonconvex, high-dimensional spaces by randomly building a space-filling tree. The tree is constructed incrementally from samples drawn randomly from the search space.\n","\n","### 2. **RRT*** (RRT Star)\n"," - **Description**: RRT* is an informed variant of RRT, designed to ensure asymptotic optimality. It incrementally builds a tree while minimizing the cost-to-come, ensuring that the solution path converges towards the optimal solution with an increasing number of samples.\n","\n","### 3. **PRM*** (Probabilistic Roadmap Star)\n"," - **Description**: PRM* is a graph-based planning algorithm that constructs a roadmap in the configuration space after sampling it. It then tries to find the most cost-effective path from the start to the goal using this precomputed roadmap.\n","\n","### 4. **FMT*** (Fast Marching Tree)\n"," - **Description**: FMT* is a sampling-based algorithm that builds a tree of paths by connecting nearby samples, ensuring that the resulting path is collision-free and optimal with high probability.\n","\n","## Note:\n","**Highly advise you not run animation for PRM*. It will take up to 30 min (for 1000 samples)!**\n","Generation of animations take time (~3-5 min for 1000-2000 samples). Run them prior to live demonstration.\n","\n","## Github\n","You can find the repository associated with this code [here](https://github.com/jjalora/AA-174-Motion-Planning-Lecture)"]},{"cell_type":"markdown","metadata":{"id":"Qmbc_ddc55f_"},"source":["# Setup Notebook Environment"]},{"cell_type":"code","execution_count":1,"metadata":{"id":"OQQ7y5I3uLb2","colab":{"base_uri":"https://localhost:8080/"},"outputId":"25f35876-6388-4c0d-f873-0a67d6edc347","executionInfo":{"status":"ok","timestamp":1698342836869,"user_tz":420,"elapsed":4239,"user":{"displayName":"Alvin Sun","userId":"07314960076079378159"}}},"outputs":[{"output_type":"stream","name":"stdout","text":["Cloning into 'AA-174-Motion-Planning-Lecture'...\n","remote: Enumerating objects: 73, done.\u001b[K\n","remote: Counting objects: 100% (73/73), done.\u001b[K\n","remote: Compressing objects: 100% (55/55), done.\u001b[K\n","remote: Total 73 (delta 24), reused 67 (delta 18), pack-reused 0\u001b[K\n","Receiving objects: 100% (73/73), 23.00 MiB | 9.74 MiB/s, done.\n","Resolving deltas: 100% (24/24), done.\n"]}],"source":["import os\n","\n","# Check if you're in the correct directory\n","def check_directory(target_dir):\n"," current_dir = os.getcwd() # Get the current working directory\n"," return current_dir.endswith(target_dir)\n","\n","# Use the function\n","target_directory = \"AA-174-Motion-Planning-Lecture\"\n","cloned = check_directory(target_directory)\n","\n","if not cloned:\n"," # Clone the GitHub repository\n"," !git clone https://github.com/jjalora/AA-174-Motion-Planning-Lecture.git"]},{"cell_type":"code","execution_count":2,"metadata":{"id":"mo4JGubfvW4i","colab":{"base_uri":"https://localhost:8080/"},"outputId":"14bf0498-d710-485b-d6aa-98ea9b500aea","executionInfo":{"status":"ok","timestamp":1698342842587,"user_tz":420,"elapsed":1709,"user":{"displayName":"Alvin Sun","userId":"07314960076079378159"}}},"outputs":[{"output_type":"stream","name":"stdout","text":["/content/AA-174-Motion-Planning-Lecture\n","Requirement already satisfied: matplotlib>=3.4.3 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 1)) (3.7.1)\n","Requirement already satisfied: shapely>=1.7.1 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 2)) (2.0.2)\n","Requirement already satisfied: numpy>=1.21.2 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 3)) (1.23.5)\n","Requirement already satisfied: scipy>=1.7.1 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 4)) (1.11.3)\n","\u001b[31mERROR: Could not find a version that satisfies the requirement discartes (from versions: none)\u001b[0m\u001b[31m\n","\u001b[0m\u001b[31mERROR: No matching distribution found for discartes\u001b[0m\u001b[31m\n","\u001b[0m"]}],"source":["# Navigate to the repo\n","if not cloned:\n"," %cd AA-174-Motion-Planning-Lecture/\n","\n","!pip install -r requirements.txt"]},{"cell_type":"code","execution_count":3,"metadata":{"id":"rqHxxshKvi5q","executionInfo":{"status":"ok","timestamp":1698342866575,"user_tz":420,"elapsed":920,"user":{"displayName":"Alvin Sun","userId":"07314960076079378159"}}},"outputs":[],"source":["import numpy as np\n","import matplotlib.pyplot as plt\n","from IPython.display import HTML\n","from algorithms import fmt_star, rrt_star, rrt, prm_star\n","from utils import plot_results, animate_edges_and_path, animate_edges_and_path_HTML, animate_rrt_star_HTML, visualize_prm_star\n","\n","# Initialize for later\n","edges, V_near = None, None\n","seed = 962 #899, 904, 962"]},{"cell_type":"markdown","metadata":{"id":"ynEEpSYuxJZF"},"source":["# Example 1: Two Boxes"]},{"cell_type":"code","execution_count":4,"metadata":{"id":"0LLO3HOCwIoO","executionInfo":{"status":"ok","timestamp":1698342870413,"user_tz":420,"elapsed":4,"user":{"displayName":"Alvin Sun","userId":"07314960076079378159"}}},"outputs":[],"source":["example = 1\n","start = (0, 0)\n","# Define obstacles as polygons\n","obstacles = [\n"," (0.1, 0.1, 0.1, 0.1),\n"," (0.6, 0.6, 0.2, 0.2)\n","]\n","# Define goal as a polygon\n","goal = [(0.9, 0.9), (1, 0.9), (1, 1), (0.9, 1)]\n","example_name = \"two boxes\""]},{"cell_type":"markdown","metadata":{"id":"5VeK125xw-UY"},"source":["# Define the max number of points to sample"]},{"cell_type":"code","execution_count":5,"metadata":{"id":"jH8AOWWGwY6A","executionInfo":{"status":"ok","timestamp":1698342874250,"user_tz":420,"elapsed":540,"user":{"displayName":"Alvin Sun","userId":"07314960076079378159"}}},"outputs":[],"source":["k = 100 # smaller: 50, larger: 100"]},{"cell_type":"markdown","metadata":{"id":"PzKbgN9W29sN"},"source":["# Run RRT Implementation"]},{"cell_type":"markdown","metadata":{"id":"V1SRi6Pl3KDJ"},"source":["**Set ```η``` Parameter**"]},{"cell_type":"code","execution_count":6,"metadata":{"id":"sNMDvI7t3EGz","executionInfo":{"status":"ok","timestamp":1698342877467,"user_tz":420,"elapsed":275,"user":{"displayName":"Alvin Sun","userId":"07314960076079378159"}}},"outputs":[],"source":["eta = 0.1"]},{"cell_type":"code","execution_count":7,"metadata":{"id":"Kn-_KxSD3Rv2","executionInfo":{"status":"ok","timestamp":1698342879561,"user_tz":420,"elapsed":271,"user":{"displayName":"Alvin Sun","userId":"07314960076079378159"}}},"outputs":[],"source":["cost, path, V_near, label = rrt(start, goal, obstacles, k, eta, seed=seed)\n","params = {'k': k, 'eta': eta}"]},{"cell_type":"markdown","metadata":{"id":"hoygA2jC3hd7"},"source":["**Animate RRT Sampling Algorithm (Takes over 3 minutes to generate)**"]},{"cell_type":"code","execution_count":8,"metadata":{"id":"FDnw4V-f3mry","colab":{"base_uri":"https://localhost:8080/","height":1000},"outputId":"ef7250a7-8c04-4ecc-aa50-8b1c62e891b9","executionInfo":{"status":"ok","timestamp":1698342886151,"user_tz":420,"elapsed":4986,"user":{"displayName":"Alvin Sun","userId":"07314960076079378159"}}},"outputs":[{"output_type":"display_data","data":{"text/plain":[""],"text/html":[""]},"metadata":{}}],"source":["animation_html = animate_edges_and_path_HTML(start, obstacles, goal, path, label, cost, edges=edges, V_near=V_near, params=params, example=example)\n","display(animation_html)"]},{"cell_type":"markdown","metadata":{"id":"WlIH9GAD3tsh"},"source":["**(Alternatively) Plot the RRT Result**"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"BgL8zehm38EK","colab":{"base_uri":"https://localhost:8080/","height":853},"outputId":"b3171d74-a539-4a65-9dcf-ba60b276a4f0"},"outputs":[{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["# Plot\n","plot_results(start, obstacles, goal, path, label, cost, V_near=V_near, params=params, example=example)"]},{"cell_type":"markdown","metadata":{"id":"sMde2iU_4EOC"},"source":["# Run RRT* Implementation"]},{"cell_type":"markdown","metadata":{"id":"eEwjCUFy4LBG"},"source":["**Set ```η``` Parameter**\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"E5pMR9Ay4PoM"},"outputs":[],"source":["eta = 0.3"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"SxywAJl14fAx"},"outputs":[],"source":["cost, path, V, A, added_edges, rewired_edges, label = rrt_star(start, goal, obstacles, k, eta, seed=seed)\n","params = {'V': V, 'A': A, 'added_edges': added_edges, 'rewired_edges': rewired_edges}"]},{"cell_type":"markdown","metadata":{"id":"f1Ys3HYA4nFK"},"source":["**Animate RRT* Sampling Algorithm (Takes over 3 minutes to generate)**"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"sr_eWChA4gn2","colab":{"base_uri":"https://localhost:8080/","height":1000},"outputId":"e47c2446-b2d5-4b75-ae2d-50d44af357a5"},"outputs":[{"output_type":"display_data","data":{"text/plain":[""],"text/html":[""]},"metadata":{}}],"source":["animation_html = animate_rrt_star_HTML(start, goal, obstacles, path, cost, params)\n","display(animation_html)"]},{"cell_type":"markdown","metadata":{"id":"4YrgUtSJ5BmY"},"source":["# Run PRM* Implementation"]},{"cell_type":"markdown","metadata":{"id":"2H11euEI5Nl1"},"source":["**Set ```η``` Parameter**"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"o3do0RqG5L-Z"},"outputs":[],"source":["eta = 1.5 #3.0 for example 2"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"nXecV5Po5UuT"},"outputs":[],"source":["# PRM* Implementation\n","cost, path, edges, V, label = prm_star(start, goal, obstacles, k, eta, seed=seed)\n","params = {'k': k, 'eta': eta}"]},{"cell_type":"markdown","metadata":{"id":"BbZpDw1f5vDK"},"source":["**Plot the PRM* Result**"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Emhs639m50J-","colab":{"base_uri":"https://localhost:8080/"},"outputId":"32d19a04-1080-4951-db29-84754e611383"},"outputs":[{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["# Plot\n","visualize_prm_star(start, goal, obstacles, path, edges, cost, V)"]},{"cell_type":"markdown","metadata":{"id":"74ytJdzS2dl5"},"source":["# Run FMT* Implementation"]},{"cell_type":"markdown","metadata":{"id":"vwbX00rz2uLu"},"source":["**Set ```η``` Parameter**"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"4aQWJQz92tEG"},"outputs":[],"source":["eta = 1.5"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"wJ-RYRjMw0Ne"},"outputs":[],"source":["# FMTstar Implementation\n","cost, path, edges, V_near, label = fmt_star(start, goal, obstacles, k, eta, seed=seed)\n","params = {'k': k, 'eta': eta}"]},{"cell_type":"markdown","metadata":{"id":"DReBdIOdxdoE"},"source":["**Animate FMT* Sampling Algorithm (Takes over 3 minutes to generate)**\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"TKPW8VqkxVEE","colab":{"base_uri":"https://localhost:8080/","height":1000},"outputId":"c4ad58ff-816f-4d83-d5f0-76d8ff0ff2dd"},"outputs":[{"output_type":"display_data","data":{"text/plain":[""],"text/html":[""]},"metadata":{}}],"source":["animation_html = animate_edges_and_path_HTML(start, obstacles, goal, path, label, cost, edges=edges, V_near=V_near, params=params, example=example, static_nodes=True)\n","display(animation_html)"]},{"cell_type":"markdown","metadata":{"id":"iViP5Nry2O4N"},"source":["**(Alternatively) Plot the FMT* Result**"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"QGn16W9v2Ucj","colab":{"base_uri":"https://localhost:8080/","height":853},"outputId":"9dca7ef0-3f71-4f57-8ca7-f6b1bb4d3cce"},"outputs":[{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["# Plot\n","plot_results(start, obstacles, goal, path, label, cost, edges=edges, V_near=V_near, params=params, example=example, static_nodes=True)"]}],"metadata":{"colab":{"collapsed_sections":["ynEEpSYuxJZF","4YrgUtSJ5BmY"],"provenance":[],"gpuType":"T4"},"kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"name":"python"},"accelerator":"GPU"},"nbformat":4,"nbformat_minor":0} \ No newline at end of file diff --git a/aa174a_aut2425/pdfs/lecture/lecture_8.pdf b/aa174a_aut2425/pdfs/lecture/lecture_8.pdf index 33153a1..c7ac7a2 100644 Binary files a/aa174a_aut2425/pdfs/lecture/lecture_8.pdf and b/aa174a_aut2425/pdfs/lecture/lecture_8.pdf differ