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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does ε stand for in the ε-greedy strategy?
💡 Hint: Think about its role in balancing exploration and exploitation.
Question 2
Easy
In the ε-greedy method, what happens with probability (1 - ε)?
💡 Hint: Consider what the agent does most of the time.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does the ε variable control in the ε-greedy strategy?
- Exploration only
- Exploitation only
- The trade-off between exploration and exploitation
💡 Hint: Think about its impact on making decisions.
Question 2
True or False: High values of ε encourage more exploitation.
- True
- False
💡 Hint: Consider what increasing ε would do.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Suppose you have an environment with three arms, where their expected rewards are fluctuating frequently. Design a strategy using ε-greedy to adapt to these changes, specifying how you would choose and adjust ε over time.
💡 Hint: Consider how you can balance adaptability with the need to exploit.
Question 2
You run an experiment using ε-greedy, and results show that while you initially had good explorative results, your performance plateaued over time. Analyze what might have gone wrong and propose corrective measures.
💡 Hint: How might the learning environment's dynamics affect your strategy?
Challenge and get performance evaluation