Match the following learning modes 𝑤.𝑟.𝑡. characteristics of available…
2014
Match the following learning modes 𝑤.đť‘ź.𝑡. characteristics of available information for learning :Â
a. Supervised. i. Instructive information on desired responses, explicitly specified by a teacher.Â
b. Recording. ii. priori design information for memory storingÂ
c. Reinforcement iii. Partial information about desired responses, or only “right” or “wrong” evaluative informationÂ
d. Unsupervised iv. No information about desired responsesÂ
Codes :
- A.
a-i, b- ii, c -iii, d-iv
- B.
a-i, b- iii, c -ii, d-iv
- C.
a-ii, b- iv, c -iii, d-i
- D.
a-ii, b- iii, c -iv, d-i
Attempted by 16 students.
Show answer & explanation
Correct answer: A
Correct matching and brief explanation:
Supervised learning — instructive information on desired responses, explicitly specified by a teacher.
Recording — a priori design information intended for storing memories or predefined representations.
Reinforcement learning — partial information about desired responses, typically in the form of evaluative feedback (for example a right/wrong or reward signal).
Unsupervised learning — no information about desired responses; the system must discover structure without target signals.
Therefore the correct matching is: a-i, b-ii, c-iii, d-iv.