Previous

Next

Knowledge check

Completed

Choose the best response for each of the questions below. Then select "Check your answers."

1.

Select which one of the following technologies is Autonomous Intelligence:

Control Theory

Expert Systems

Deep Reinforcement Learning

Optimization algorithms

2.

Select which one of the following technologies has the following superpower “It automatically learns strategy”:

Optimization algorithms

Expert systems

Machine Learning

Reinforcement Learning

3.

What is the primary strength of Machine Learning as a building block of Machine Teaching?

Well established patterns of development towards integration on the industrial world.

Special ability to search optimally across a huge number of options.

Advance Perception, Prediction, and Classification.

Outstanding technology to learn human-like strategies.

4.

What is the primary strength of Reinforcement Learning as a building block of Machine Teaching?

Easy to benchmark and maintain.

Searches huge number of options.

Effective in dynamic environments.

Only technology that can learn strategy at human level.

5.

What isn't a weakness of Machine Learning and Deep Reinforcement Learning?

Time and resource intensive to search and prune options when embedded on a system for industrial control.

Requires fine-tuning of hyperparameters, especially when the conditions of the system change.

Difficult to train, not generalizable to complex tasks that require parallel levels of abstraction.

Black boxes with limited explainability.

You must answer all questions before checking your work.

Continue