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101
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ICML
2003
IEEE
15 years 5 months ago
The Influence of Reward on the Speed of Reinforcement Learning: An Analysis of Shaping
Shaping can be an effective method for improving the learning rate in reinforcement systems. Previously, shaping has been heuristically motivated and implemented. We provide a for...
Adam Laud, Gerald DeJong
GECCO
2009
Springer
124views Optimization» more  GECCO 2009»
15 years 5 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
106
Voted
CCGRID
2004
IEEE
15 years 4 months ago
Design and implementation of an OGSI-compliant Grid broker service
Grid computing promises the ability to share geographically and organizationally distributed resources to increase effective computational power and resource utilization. However,...
Youn-Seok Kim, Jung-Lok Yu, Jae-Gyoon Hahm, Jinsoo...
87
Voted
WSC
2007
15 years 2 months ago
Hospital capacity planning for efficient disaster mitigation during a bioterrorist attack
Effective hospital capacity planning can not only significantly enhance the capability and effectiveness of the treatment provided to patients during a bioterrorist attack but can...
Jomon Aliyas Paul, Govind Hariharan
CRITIS
2007
15 years 2 months ago
Modeling and Simulating Information Security Management
Security Management is a complex task. It requires several interconnected activities: designing, implementing and maintaining a robust technical infrastructure, developing suitable...
Jose Maria Sarriegi, Javier Santos, Jose M. Torres...