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CORR
2010
Springer
174views Education» more  CORR 2010»
15 years 4 months ago
Gaussian Process Bandits for Tree Search
We motivate and analyse a new Tree Search algorithm, based on recent advances in the use of Gaussian Processes for bandit problems. We assume that the function to maximise on the ...
Louis Dorard, John Shawe-Taylor
JAIR
2006
111views more  JAIR 2006»
15 years 4 months ago
Learning in Real-Time Search: A Unifying Framework
Real-time search methods are suited for tasks in which the agent is interacting with an initially unknown environment in real time. In such simultaneous planning and learning prob...
Vadim Bulitko, Greg Lee
JCO
2008
98views more  JCO 2008»
15 years 4 months ago
A survey on nonadaptive group testing algorithms through the angle of decoding
Abstract Group testing, sometimes called pooling design, has been applied to a variety of problems such as blood testing, multiple access communication, coding theory, among others...
Hong-Bin Chen, Frank K. Hwang
CEC
2010
IEEE
15 years 5 months ago
Population-Based Guided Local Search: Some preliminary experimental results
Based on the Proximate Optimality Principle in metaheuristics, a Population Based Guided Local Search (PGLS) framework for dealing with difficult combinatorial optimization problem...
Nasser Tairan, Qingfu Zhang
CVPR
2008
IEEE
15 years 5 months ago
A rank constrained continuous formulation of multi-frame multi-target tracking problem
This paper presents a multi-frame data association algorithm for tracking multiple targets in video sequences. Multi-frame data association involves finding the most probable corr...
Khurram Shafique, Mun Wai Lee, Niels Haering