Deep Reinforcement Learning by Aske Plaat

Author:Aske Plaat
Language: eng
Format: epub
ISBN: 9789811906381
Publisher: Springer Nature Singapore

Exercises

To review your knowledge of self-play, here are some questions and exercises. We start with questions to check your understanding of this chapter. Each question is a closed question where a simple, one sentence answer is possible.

Questions

1.

What are the differences between AlphaGo, AlphaGo Zero, and AlphaZero?

2.

What is MCTS?

3.

What are the four steps of MCTS?

4.

What does UCT do?

5.

Give the UCT formula. How is P-UCT different?

6.

Describe the function of each of the four operations of MCTS.

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