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» Active learning for directed exploration of complex systems
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ECML
2007
Springer
15 years 4 months ago
Efficient Continuous-Time Reinforcement Learning with Adaptive State Graphs
Abstract. We present a new reinforcement learning approach for deterministic continuous control problems in environments with unknown, arbitrary reward functions. The difficulty of...
Gerhard Neumann, Michael Pfeiffer, Wolfgang Maass
127
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FI
2010
175views more  FI 2010»
14 years 10 months ago
Applications and Security of Next-Generation, User-Centric Wireless Systems
: Pervasive wireless systems have significantly improved end-users' quality of life. As manufacturing costs decrease, communications bandwidth increases, and contextual inform...
Jerry Rick Ramstetter, Yaling Yang, Danfeng Yao
104
Voted
ICEIS
2003
IEEE
15 years 5 months ago
Knowledge Construction in E-Learning - Designing an E-Learning Environment
: In the traditional classroom, students learned to depend on tutors for their motivation, direction, goal setting, progress monitoring, self-assessment, and achievement. A fundame...
Kecheng Liu, Shirley Williams, Lily Sun
COLT
2007
Springer
15 years 4 months ago
An Efficient Re-scaled Perceptron Algorithm for Conic Systems
Abstract. The classical perceptron algorithm is an elementary algorithm for solving a homogeneous linear inequality system Ax > 0, with many important applications in learning t...
Alexandre Belloni, Robert M. Freund, Santosh Vempa...
80
Voted
PERCOM
2009
ACM
15 years 7 months ago
Tracking and Annotation in Skills-Based Learning Environments
This paper outlines a series of experiments looking at the annotation and subsequent analysis of skills-based learning and teaching in the domain of Nursing. The experiments used ...
Mark J. Weal, Danius T. Michaelides, Kevin R. Page...