Embodied AI Systems
Embodied AI Systems refer to artificial intelligence agents that interact with the physical world through a physical body (like a robot) or a simulated body (like a virtual avatar). These systems integrate perception, reasoning, and action to perform tasks in real-world or virtual environments, requiring tight coupling between sensing, decision-making, and motor control.
Companies are urgently investing in Embodied AI to power the next generation of robotics and autonomous agents, driven by trends in humanoid robotics (e.g., Figure AI), advanced simulation, and the pursuit of Artificial General Intelligence (AGI). This skill is critical for developing robots that can perform complex physical tasks in warehouses, homes, and manufacturing, moving AI from pure software to physical interaction.
🎓 Courses
Robotics Specialization
UPenn robotics specialization covering perception, motion planning, and embodied systems
Modern Robotics: Mechanics, Planning, and Control
Northwestern course on robot mechanics and control for embodied AI
Embodied Learning and Vision (ELV) - NYU
NYU Spring 2026 graduate course on embodied visual learning, 3D perception, and foundation model agents
AI for Robotics - UCSC Silicon Valley Extension
Hands-on course on AI perception, manipulation, reasoning for robotics with deep learning models
📖 Books
Building Embodied AI Systems: The Agents, the Architecture Principles, Challenges, and Application Domains (Information Systems Engineering and Management, 14): Raj, Pethuru, Rocha, Alvaro, Singh, Simar Preet, Dutta, Pushan Kumar, Sundaravadivazhagan, B.: 9783031682551
· 2025
Building Embodied AI Systems: The Agents, the Architecture Principles, Challenges, and Application Domains (Information Systems Engin
🛠️ Tutorials & Guides
Embodied AI: Bridging the Gap Between the Digital and Physical World | AI House Davos 2025
This panel delves into the transformative potential of embodied AI systems, showcasing their ability to operate in unstructured, hazardous, or
GitHub - ZhangHangTao/Awesome-Embodied-AI-Safety: Focused on the safety and security of Embodied AI
"SafeVLA: Towards Safety Alignment of Vision-Language-Action Model via Safe Reinforcement Learning", Arxiv 2025, [pdf] "Don’t Let Your
GitHub - embodied-agent-interface/embodied-agent-interface: Embodied Agent Interface (EAI): Benchmarking LLMs for Embodied Decision Making (NeurIPS D&B 2024 Oral)
Embodied Agent Interface (EAI): Benchmarking LLMs for Embodied Decision Making (NeurIPS D&B 2024 Oral) - embodied-agent-interface/embodied-agent-i
@targetraj2: Physical AI's biggest bottleneck isn't hardware
Thread on embodied AI challenges beyond hardware - simulation, data, training
@nvidiaomniverse: Open source has become essential for driving embodied AI
NVIDIA Omniverse thread on open-source tools for embodied AI development
@JeffDean: Most definitions of embodied AI system are...
Google's Jeff Dean discussing definitions and future of embodied AI systems
Embodied AI Workshop at CVPR 2026
Premier workshop on world models for embodied AI, covering sim-to-real transfer and long-horizon tasks
Learning resources last updated: March 17, 2026