PhysicalAI Labs · Course Catalogue

Build robots that see, think& move.

Each module pairs a short concept with a hands-on build, so the theory sticks. From first principles to deployed autonomy.

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Advanced14 weeks

Physical AI & Vision-Language Models

From vision backbones to embodied agents — how language and perception fuse into systems that act in the physical world.

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Advanced14 weeks

Generative Models

VAEs, diffusion models, and flow matching from first principles. Build systems that synthesize images, audio, and structured data.

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Intermediate14 weeks

Imitation learning, behaviour cloning, and sim-to-real transfer. Build controllers that learn from demonstration and adapt to reality.

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Intermediate14 weeks

Reinforcement Learning

Policy gradient, Q-learning, and actor-critic methods built from the Bellman equation up. Train agents in MuJoCo and Atari.

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