What are the main challenges of AI in robotics?

What are the main challenges of AI in robotics?

The main challenges include perception, decision-making, and adaptability in dynamic environments.

Can you elaborate on the perception challenges?

Sure! Perception challenges involve accurately sensing and interpreting data from the environment, which is crucial for robots to navigate and interact.

How does decision-making differ in AI for robotics compared to traditional AI?

In robotics, decision-making must consider real-time data and physical constraints, while traditional AI often operates in more static environments.

What role does machine learning play in overcoming these challenges?

Machine learning helps robots improve their performance by learning from data, allowing them to adapt to new situations and enhance their decision-making.