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PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
15 years 4 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
ICMCS
2009
IEEE
98views Multimedia» more  ICMCS 2009»
15 years 4 months ago
Scalability of HTTP pacing with intelligent bursting
While streaming protocols like RTSP/RTP have continued to evolved, HTTP has remained a primary method for Web-based video retrieval. The ubiquity and simplicity of HTTP makes it a...
Kevin J. Ma, Radim Bartos, Swapnil Bhatia
BIB
2010
103views more  BIB 2010»
15 years 4 months ago
Challenges of sequencing human genomes
Massively parallel sequencing technologies continue to alter the study of human genetics. As the cost of sequencing declines, next-generation sequencing (NGS) instruments and data...
Daniel C. Koboldt, Li Ding, Elaine R. Mardis, Rich...
BWCCA
2010
15 years 1 months ago
Fast Deployment of Computer Forensics with USBs
As popularity of the Internet continues to grow, it changes the way of computer crime. Number of computer crime increases dramatically in recent years and investigators have been f...
Chung-Huang Yang, Pei-Hua Yen
ICCV
2011
IEEE
14 years 6 months ago
Gaussian Process Regression Flow for Analysis of Motion Trajectories
Recognition of motions and activities of objects in videos requires effective representations for analysis and matching of motion trajectories. In this paper, we introduce a new r...
Kihwan Kim, Dongryeol Lee, Irfan Essa