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» The worst failure: repeated failure to learn
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ICSTM
2000
103views Management» more  ICSTM 2000»
9 years 5 months ago
The worst failure: repeated failure to learn
Performance measurement systems based on the principle that "if you can't measure it, you can't manage it" reinforce a short-term culture by focussing on tangi...
Alan C. McLucas
GECCO
2009
Springer
124views Optimization» more  GECCO 2009»
9 years 8 months ago
Reinforcement learning for games: failures and successes
We apply CMA-ES, an evolution strategy with covariance matrix adaptation, and TDL (Temporal Difference Learning) to reinforcement learning tasks. In both cases these algorithms se...
Wolfgang Konen, Thomas Bartz-Beielstein
SRDS
2010
IEEE
9 years 1 months ago
Invariants Based Failure Diagnosis in Distributed Computing Systems
This paper presents an instance based approach to diagnosing failures in computing systems. Owing to the fact that a large portion of occurred failures are repeated ones, our meth...
Haifeng Chen, Guofei Jiang, Kenji Yoshihira, Akhil...
ATAL
2015
Springer
3 years 11 months ago
"A Game of Thrones": When Human Behavior Models Compete in Repeated Stackelberg Security Games
Several competing human behavior models have been proposed to model and protect against boundedly rational adversaries in repeated Stackelberg security games (SSGs). However, thes...
Debarun Kar, Fei Fang, Francesco Maria Delle Fave,...
AAAI
1998
9 years 5 months ago
Iterated Phantom Induction: A Little Knowledge Can Go a Long Way
Weadvance a knowledge-based learning method that augments conventional generalization to permit concept acquisition in failure domains. These are domains in whichlearning must pro...
Mark Brodie, Gerald DeJong
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