Machine Learning for Robotics
Deploy machine learning models to solve complex perception, grasping, and autonomous decision-making tasks.
Core Topics
Deep LearningReinforcement LearningImitation LearningEdge AI inferenceSim-to-Real Transfer
Key Takeaways
- Train Deep Neural Networks for robotic vision
- Formulate Reinforcement Learning environments for control
- Deploy models efficiently on edge hardware
- Apply Imitation Learning to human demonstrations