2111 search results - page 74 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
135
click to vote
CAEPIA
2011
Springer
14 years 2 months ago
2011
Springer
In this paper we apply the recent notion of anytime universal intelligence tests to the evaluation of a popular reinforcement learning algorithm, Q-learning. We show that a general...
122
Voted
SEKE
2005
Springer
15 years 8 months ago
2005
Springer
Design combinatorial theory for test-case generation has been used successfully in the past. It is useful in optimizing test cases as it is practically impossible to exhaustively t...
112
Voted
ECTEL
2009
Springer
15 years 7 months ago
2009
Springer
Work-integrated learning (WIL) poses unique challenges for user model design: on the one hand users’ knowledge levels need to be determined based on their work activities – tes...
107
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Inductive learning of first-order theory based on examples has serious bottleneck in the enormous hypothesis search space needed, making existing learning approaches perform poorl...
169
Voted
IFIP
2010
Springer
14 years 9 months ago
2010
Springer
Concurrent software is difficult to verify. Because the thread schedule is not controlled by the application, testing may miss defects that occur under specific thread schedules. T...