{"id":26504960,"url":"https://github.com/ai-robotic-labs/ai-robotic","last_synced_at":"2025-03-20T20:55:21.338Z","repository":{"id":260462702,"uuid":"877225883","full_name":"AI-Robotic-Labs/ai-robotic","owner":"AI-Robotic-Labs","description":"Demo project for AI+Robotic","archived":false,"fork":false,"pushed_at":"2025-01-27T19:34:08.000Z","size":32,"stargazers_count":4,"open_issues_count":1,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-27T20:35:15.860Z","etag":null,"topics":["ai","demo-project","neural-network","robotic"],"latest_commit_sha":null,"homepage":"","language":"Rust","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AI-Robotic-Labs.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-10-23T09:55:55.000Z","updated_at":"2025-01-27T19:33:52.000Z","dependencies_parsed_at":"2024-10-31T13:38:10.012Z","dependency_job_id":"4b3a2860-4f41-4e90-a26b-badb40b4fc84","html_url":"https://github.com/AI-Robotic-Labs/ai-robotic","commit_stats":null,"previous_names":["ai-robotic-labs/ai-robotic"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI-Robotic-Labs%2Fai-robotic","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI-Robotic-Labs%2Fai-robotic/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI-Robotic-Labs%2Fai-robotic/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI-Robotic-Labs%2Fai-robotic/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AI-Robotic-Labs","download_url":"https://codeload.github.com/AI-Robotic-Labs/ai-robotic/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244688788,"owners_count":20493881,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","demo-project","neural-network","robotic"],"created_at":"2025-03-20T20:55:20.771Z","updated_at":"2025-03-20T20:55:21.330Z","avatar_url":"https://github.com/AI-Robotic-Labs.png","language":"Rust","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Robot AI Movement 🤖\n\nThis project simulates a simple robot that decides how to move based on sensor input using a basic artificial intelligence model.\n\n## How It Works\n\n1. **Initialization**:\n   - The robot starts with a random set of weights. These weights help the robot decide its actions based on sensor data.\n\n2. **Sensor Input**:\n   - The robot receives input from its environment, such as the distance to an obstacle. In this example, we use a fixed value of `0.3`.\n\n3. **Forward Propagation**:\n   - The sensor input and a bias value (always `1.0`) are combined into a matrix. The robot uses the random weights to perform a calculation called \"forward propagation\" to determine a score.\n\n4. **Decision Making**:\n   - The score is passed through a function called sigmoid, which transforms it into a value between `0` and `1`.\n   - If this value is greater than `0.5`, the robot decides to **move forward**. Otherwise, it decides to **turn left**.\n\n5. **Robot Movement**:\n   - Based on the decision, the robot either moves forward a set distance or turns left by a specified angle.\n\n6. **Output**:\n   - Finally, the program prints the robot's action and its new position after moving.\n\n## Example\n\nWhen you run the program:\n- It initializes the weights.\n- The robot checks its sensor input.\n- It decides whether to move forward or turn left.\n- It updates its position accordingly.\n\n## Roadmap\n\n- [ ] Nvidia support (Robotic)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fai-robotic-labs%2Fai-robotic","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fai-robotic-labs%2Fai-robotic","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fai-robotic-labs%2Fai-robotic/lists"}