Embodied AI Courses and Certifications

Discover AI

Embodied-RAG: Hierarchical Non-parametric Memory Systems for AI Agents

Explore Carnegie Mellon's groundbreaking Embodied-RAG framework that enhances robotic systems with hierarchical memory and advanced spatial navigation capabilities for real-world applications.

• YouTube
• 32 minutes
• On-Demand
• Free Video

GAIA

Adapting Like Humans: Embodied AI Beyond Datasets and Domains

Explore embodied AI systems that adapt continuously across diverse contexts, mirroring human adaptability. Learn about real-time adaptation methodologies and their impact on AI robustness in real-world scenarios.

• YouTube
• 25 minutes
• On-Demand
• Free Video

VinAI

From Spatial AI to Embodied AI: The Path to Autonomous Systems

Explore the evolution from Spatial AI to Embodied AI, discovering how advanced visual scene representation techniques enable autonomous systems to perceive, interact with, and learn from their environment.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

Weights & Biases

Scalable Autonomy Through Embodied AI - Wayve's AV2.0 Approach to Autonomous Driving

Explore Wayve's revolutionary AV2.0 approach to autonomous driving that works across any car, sensors, and city using embodied AI and foundation models.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Open Data Science

Beyond the Screen - How Embodied Manifestations of AI can Amplify People in the Physical World

Explore how Embodied AI moves beyond screens to amplify human capabilities through intelligent physical systems like companion vehicles that become true partners rather than mere automation tools.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Open Data Science

From Embodied and Physical AI to Autonomous Drone Swarms

Explore how AI moves beyond screens into physical systems, from adaptive manufacturing robots to autonomous drone swarms with decentralized decision-making and real-world deployment challenges.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

USC Information Sciences Institute

Benchmarking MLLMs for Embodied Decision Making and Cognitive World Modeling

Discover systematic benchmarking methods for evaluating multimodal large language models in embodied AI environments and spatial cognition tasks.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Bolei Zhou

Toward Generalizable Embodied AI for Machine Autonomy

Explore recent advancements in machine autonomy, focusing on generalizable embodied AI through sequential decision-making, simulation environments, and human-AI collaboration.

• YouTube
• 56 minutes
• On-Demand
• Free Video

MLOps.community

From Robotics to AI NPCs - Embodied AI Agents in Games

Explore the fusion of robotics and AI in creating dynamic NPCs for games. Learn how multi-modal LLMs enable interactive virtual characters through simulation-based training techniques.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Data Science Conference

Large Multimodal Models: From Browsers to Embodied AI

Explore the evolution of large multimodal AI models and their transition from text prediction to real-world applications, emphasizing safety alignment and human-centric design principles for autonomous systems.

• YouTube
• 26 minutes
• On-Demand
• Free Video

media.ccc.de

Skynet Starter Kit - From Embodied AI Jailbreak to Remote Takeover of Humanoid Robots

Discover critical security vulnerabilities in Unitree humanoid robots through comprehensive penetration testing, AI jailbreaking, and remote exploitation techniques.

• YouTube
• 59 minutes
• On-Demand
• Free Video

AI and Industrial Innovation

Mastering AI-Industry Integration: Leading Sustainable Innovation—A Future-Proof Course for Entrepreneurs & Visionaries!

• XuetangX
• On-Demand
• Free Online Course

Models of Consciousness Conferences

Bridging Consciousness and AI: Evaluating the Global Latent Workspace in Embodied Agents

Explore the intersection of consciousness theory and AI through global latent workspace modeling, examining how embodied agents develop spatial awareness and goal-directed behaviors in virtual environments.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Design Computation Human

AI Knowledge Claims vs. Embodied Learning - Challenging the 90% Prediction

Explore the distinction between AI-generated information and true human knowledge, examining embodied learning, tacit understanding, and why hands-on practice matters more than data.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Edan Meyer

The AI Scaling Problem - Reinforcement Learning and Runtime Data Efficiency

Explore why AI's current scaling approach with human data is flawed and discover how reinforcement learning agents can efficiently learn from single embodied data streams.

• YouTube
• 15 minutes
• On-Demand
• Free Video