Assertion: Taking exploratory actions is important for RL agents
Reason: If the rewards obtained for actions are stochastic, an action which gave a high reward once, might give lower reward next time.
Assertion and Reason are both true and Reason is a correct explanation of Assertion.
Assertion and Reason are both true and Reason is not a correct explanation of Assertion.
Assertion is true and Reason is false
Both Assertion and Reason are false.
Match the methods with their corresponding characteristics.
DP: bootstraps, full backups
MC: does not bootstrap, full backups
TD: bootstraps, full backups
DP: bootstraps, full backups
MC: does not bootstrap, sample backups
TD: bootstraps, sample backups
DP: bootstraps, sample backups
MC: bootstraps, sample backups
TD: does not bootstrap, full backups
DP: does not bootstrap, full backups
MC: bootstraps, full backups
TD: bootstraps, sample backups
None of these
Which of the following is correct formulation of advantage function(A)?
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The IIT Madras BS Reinforcement Learning (Reinforcement Learning) End Term paper sat on 24 Dec 2023, in the September 2023 term, set ADB3: 30 questions for 50 marks in 180 minutes. The first 3 questions are below. Sign in with Google — it is free — to see the whole paper with its answers and explanations, in learning mode or as a timed mock test.
| Feature | Reinforcement Learning End Term 24 Dec 2023 Set ADB3 at a glance |
|---|---|
| Term | September 2023 term |
| Subject | Reinforcement Learning |
| Course code | BSDA5007 |
| Questions | 30 |
| Marks | 50 |
| Duration | 180 min |
| MCQ | 16 |
| MSQ | 10 |
| Numerical | 4 |
| Official paper | IIT M DEGREE FN EXAM FDB1 24 Dec 2023 |
| Negative marking | No negative marking. |
| Updated |
