AI-451
Physical and Humanoid Robotics AI
Explore Physical AI and humanoid robotics, focusing on integration of ROS 2, Gazebo Robot Simulator, and NVIDIA Isaac™ AI robot development platform. Learn to design, simulate, and deploy advanced humanoid robots capable of natural interactions, covering ROS 2 for robotic control, simulations with Gazebo and Unity, and using OpenAI’s GPT models for conversational AI.
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Details
Physical and Humanoid Robotics AI Artificial intelligence (AI) has experienced remarkable advancements in recent years. However, the future of AI extends beyond the digital space into the physical world, driven by robotics. This new frontier, known as “Physical AI,” involves AI systems that can function in the real world and comprehend physical laws. This marks a notable transition from AI models confined to digital environments. Humanoid robots are poised to excel in our human-centred world because they share our physical form and can be trained with abundant data from interacting in human environments. This course provides an in-depth exploration of humanoid robotics, focusing on the integration of ROS 2 (Robot Operating System), Gazebo Robot Simulator, and NVIDIA Isaac™ AI robot development platform. Students will learn to design, simulate, and deploy advanced humanoid robots capable of natural interactions. The curriculum covers essential topics such as ROS 2 for robotic control, simulations with Gazebo and Unity, and using OpenAI’s GPT models for conversational AI. Through practical projects and real-world applications, students will develop the skills needed to drive innovation in humanoid robotics.
Key Learning Modules
Module 1Introduction to Physical AI and Humanoid Robotics
Explore advancements in AI extending to Physical AI, involving systems that function in the real world and comprehend physical laws, with focus on humanoid robots in human-centred environments.
Module 2ROS 2 for Robotic Control
Learn integration of ROS 2 (Robot Operating System) for controlling humanoid robots.
Module 3Gazebo Robot Simulator
Focus on using Gazebo Robot Simulator for simulations in humanoid robotics.
Module 4NVIDIA Isaac™ AI Robot Development Platform
Apply NVIDIA Isaac™ platform for developing AI-powered humanoid robots.
Module 5Simulations with Unity and Conversational AI
Cover simulations with Unity and integration of OpenAI’s GPT models for conversational AI in robots.
Module 6Design, Simulation, and Deployment Projects
Engage in practical projects to design, simulate, and deploy advanced humanoid robots capable of natural interactions, applying skills to real-world applications.
Course Outcomes
Understand advancements in AI extending to Physical AI and humanoid robotics.
Explore AI systems functioning in the real world and comprehending physical laws.
Learn about humanoid robots in human-centred environments.
Integrate ROS 2 for robotic control in humanoid robotics.
Use Gazebo Robot Simulator for simulations.
Apply NVIDIA Isaac™ AI robot development platform.
Simulate with Unity for robotic systems.
Incorporate OpenAI’s GPT models for conversational AI.
Design, simulate, and deploy advanced humanoid robots through practical projects.
Prerequisites
Note: These prerequisites provide essential knowledge for success in this course. If you haven't completed these courses, consider taking them first or reviewing the relevant materials.