Vision-Language-Action Models: How Foundation Models Are Powering the Next Generation of Industrial and Humanoid Robots (Industrial, Robotics & Digital Infrastructure Engineering Series) - Softcover
Buch 3 von 3: Industrial, Robotics & Digital Infrastructure Engineering Series
Inhaltsangabe
The AI Revolution Has Reached the Physical World
Vision-Language-Action Models is the definitive technical guide to the most consequential development in modern robotics: foundation models that understand natural language, perceive unstructured 3D environments, and execute complex manipulation tasks without task-specific retraining. Written specifically for robotics engineers, AI researchers, and technical leaders deploying physical AI systems, this comprehensive guide covers VLA models from core mathematical architecture to real-world production deployment.
What You will Master:- Advanced VLA Architectures: Learn how transformers integrate multi-modal vision, language tokens, and high-frequency action generation.
- Landmark Model Deep-Dives: Step-by-step breakdowns of Google DeepMind's RT-2, Physical Intelligence's Pi0, OpenVLA, and Action Chunking with Transformers (ACT).
- Dexterous Manipulation: Master diffusion and flow matching approaches for precise, high-dimensional robotic control.
- Sim-to-Real Transfer: Leverage physics engines, domain randomization, and neural rendering to train robust models in simulation.
- Humanoid Robot Control: Understand whole-body VLA policies for humanoid walking, balance, and dexterous tool manipulation.
- Production Deployment: Bridge the gap between research and the factory floor with reliable, low-latency, and safe VLA pipelines.
Whether you are developing automated sorting systems for logistics hubs or building control software for the next generation of humanoid robots, this book provides the exact technical depth, architectures, and practical troubleshooting steps required to build physical AI systems that work in the real world. Scroll up and secure your copy to master the future of embodied AI today!
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Vision-Language-Action Models: How Foundation Models Are Powering the Next Generation of Industrial and Humanoid Robots (Industrial, Robotics & Digital Infrastructure Engineering Series)
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