Introduction to machine learning · Question 22 of 60

Which challenges does reinforcement learning involve?

3 answers are correct. Medium

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Answer

  • B Selecting the best strategy to meet the desired goal
  • D Designing the reward function
  • E Setting up the environment

Explanation

In reinforcement learning, the work lies elsewhere than with other methods: you have to build a suitable environment, define a reward that really encourages what is wanted, and find a good strategy. No labeled data is needed; the agent learns by trying things out.

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