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ICANN
2010
Springer
15 years 5 months ago
Exploring Continuous Action Spaces with Diffusion Trees for Reinforcement Learning
We propose a new approach for reinforcement learning in problems with continuous actions. Actions are sampled by means of a diffusion tree, which generates samples in the continuou...
Christian Vollmer, Erik Schaffernicht, Horst-Micha...
DATE
2006
IEEE
154views Hardware» more  DATE 2006»
15 years 10 months ago
An integrated open framework for heterogeneous MPSoC design space exploration
In recent years, increasing manufacturing density has allowed the development of Multi-Processor Systems-on-Chip (MPSoCs). Application-Specific Instruction Set Processors (ASIPs)...
Federico Angiolini, Jianjiang Ceng, Rainer Leupers...
162
Voted
NIPS
2008
15 years 5 months ago
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning
For supervised and unsupervised learning, positive definite kernels allow to use large and potentially infinite dimensional feature spaces with a computational cost that only depe...
Francis Bach
TSE
2008
146views more  TSE 2008»
15 years 4 months ago
Delta Execution for Efficient State-Space Exploration of Object-Oriented Programs
We present Delta Execution, a technique that speeds up state-space exploration of object-oriented programs. Statespace exploration is the essence of model checking and an increasin...
Marcelo d'Amorim, Steven Lauterburg, Darko Marinov
CIVR
2009
Springer
130views Image Analysis» more  CIVR 2009»
15 years 10 months ago
Exploring inter-concept relationship with context space for semantic video indexing
Semantic concept detectors are often individually and independently developed. Using peripherally related concepts for leveraging the power of joint detection, which is referred t...
Xiao-Yong Wei, Yu-Gang Jiang, Chong-Wah Ngo