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Choose the best response for each of the questions below.
Select which one of the following technologies is Autonomous Intelligence:
Control Theory
Expert Systems
Deep Reinforcement Learning
Optimization algorithms
Select which one of the following technologies has the superpower of automatically learning strategy:
Expert systems
Machine Learning
Reinforcement Learning
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.
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.
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.
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