Update train_dataset.csv
Browse files- train_dataset.csv +27 -1
train_dataset.csv
CHANGED
@@ -19,4 +19,30 @@ What does the perceptron convergence theorem say?, "The theorem says that the le
|
|
19 |
What does the book Preceptrons (1969) mentioned?, "Although perceptrons (a simple form of neural network) could be shown to learn anything they were capable of representing
|
20 |
What is the weak methods in 1969?, "a general-purpose search mechanism trying to string together elementary reasoning steps to find complete solutions."
|
21 |
Why weak methods in 1969 are called weak methods?, "They do not scale up to large or difficult problem instances.""
|
22 |
-
Which program is the first successful knowledge-intensive system?, "The DENDRAL program."
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
19 |
What does the book Preceptrons (1969) mentioned?, "Although perceptrons (a simple form of neural network) could be shown to learn anything they were capable of representing
|
20 |
What is the weak methods in 1969?, "a general-purpose search mechanism trying to string together elementary reasoning steps to find complete solutions."
|
21 |
Why weak methods in 1969 are called weak methods?, "They do not scale up to large or difficult problem instances.""
|
22 |
+
Which program is the first successful knowledge-intensive system?, "The DENDRAL program."
|
23 |
+
What does knowledge-intensive system mean?, "A system that its expertise derived from large numbers of special-purpose rules."
|
24 |
+
What is the content of the Heuristic Programming Project (HPP)?, "It is to investigate the extent to which the new methodology of expert systems could be applied to other areas."
|
25 |
+
What function does MYCIN system contribute in?, "diagnosing blood infections."
|
26 |
+
How is the performance of certainty factors in MYCIN?, "It seemed (at the time) to fit well with how doctors assessed the impact of evidence on the diagnosis."
|
27 |
+
Which system is the first successful commercial expert system?, "R1."
|
28 |
+
What does robust language understanding requires?, "general knowledge about the world and a general method for using that knowledge."
|
29 |
+
What does Minsky's idea of frames (1975) implies?, "assembling facts about particular object and event types and arranging the types into a large taxonomic hierarchy analogous to a biological taxonomy."
|
30 |
+
What caused the AI winter?, "Many companies fell by the wayside as they failed to deliver on extravagant promises."
|
31 |
+
What does “luminiferous aether of Al” by Geoff Hinton mean?, "A reference to the non-existent medium through which many 19th-century physicists believed that electromagnetic waves propagated."
|
32 |
+
How is the connectionist models better suited to the messiness of the real world?, "It forms internal concepts in a more fluid and imprecise way."
|
33 |
+
What approach does the brittleness of expert systems led to?,"It is an approach incorporating probability rather than Boolean logic"
|
34 |
+
What approach dominate the field of speech recognition?, "The approach using hidden Markov models (HMMs)."
|
35 |
+
Which year is an important year for the connection between Al and other fields?, "1988"
|
36 |
+
Whose research led to a new acceptance of probability and decision theory in Al?, "Judea Pearl's (1988)."
|
37 |
+
What does Pearl's development of Bayesian networks yielded?, "It yielded a rigorous and efficient formalism for representing uncertain knowledge as well as practical algorithms for probabilistic reasoning"
|
38 |
+
What major contribution is done by Rich Sutton in 1988?, "connecting reinforcement learning to the theory of Markov decision processes (MDPs) developed in the field of operations research."
|
39 |
+
What kind of advances facilitated the big data phenomenon?, "Remarkable advances in computing power and the creation of the World Wide Web."
|
40 |
+
Who argued that the improvement in performance obtained from increasing the size of the data set by two or three orders of magnitude outweighs any improvement that can be obtained from tweaking the algorithm?, "Banko and Brill (2001)"
|
41 |
+
Who developed a clever method for filling in holes in photographs by blending in pixels from similar images?, "Hays and Efros (2007)."
|
42 |
+
What does the term deep learning refers to?,"It refers to machine learning using multiple layers of simple"
|
43 |
+
What method do experiments found some success in handwritten digit recognition in the 1990s?, "convolutional neural networks."
|
44 |
+
How does deep network contribute to ALPHAGO's victories over the leading human Go players?, "representing the evaluation function."
|
45 |
+
What system does U.S. forces deployed to do automated logistics planning and scheduling for transportation?, "a Dynamic Analysis and Replanning Tool"
|
46 |
+
What AI system defeated world chess champion Garry Kasparov in 1997?, "Deep Blue"
|
47 |
+
What AI system defeated the world GO champion Ke Jie?, "ALPHAGO"
|
48 |
+
What ALPHAZERO can do?,"It used no input from humans (except for the rules of the game)"
|