- What is the difference between a reward and a value?
- What is a hyperparameter? Give an example of a hyperparameter other than the ones discussed in this chapter.
- Why will a Q-learning agent not choose the highest Q-valued action for its current state?
- Explain one benefit of a decaying gamma.
- Describe in one or two sentences the difference between the decision-making strategies of SARSA and Q-learning.
- What kind of policy does Q-learning implicitly assume the agent is following?
- Under what circumstances will SARSA and Q-learning produce the same results?
United States
Great Britain
India
Germany
France
Canada
Russia
Spain
Brazil
Australia
Singapore
Hungary
Ukraine
Luxembourg
Estonia
Lithuania
South Korea
Turkey
Switzerland
Colombia
Taiwan
Chile
Norway
Ecuador
Indonesia
New Zealand
Cyprus
Denmark
Finland
Poland
Malta
Czechia
Austria
Sweden
Italy
Egypt
Belgium
Portugal
Slovenia
Ireland
Romania
Greece
Argentina
Netherlands
Bulgaria
Latvia
South Africa
Malaysia
Japan
Slovakia
Philippines
Mexico
Thailand