Escape local optimum trap
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December 12, 2013
Optimization is a very common technique in computer science and machine learning to search for the best (or good enough) solution. Optimiza...
Showing posts with label algorithm. Show all posts
Showing posts with label algorithm. Show all posts
Thursday, December 12, 2013
Tuesday, February 12, 2013
Basic Planning Algorithm
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February 12, 2013
You can think of planning as a graph search problem where each node in the graph represents a possible "state" of the reality. A ...
Wednesday, January 2, 2013
MapReduce: Detecting Cycles in Network Graph
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January 02, 2013
I recently received an email from an audience of my blog on Map/Reduce algorithm design regarding how to detect whether a graph is acyclic ...
Sunday, September 27, 2009
Reinforcement Learning
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September 27, 2009
Reinforcement Learning (RL) is a type of Machine Learning other than "supervised learning" (having a teaching phase that shows the...
Friday, May 8, 2009
Machine Learning: Linear Model
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May 08, 2009
Linear Model is a family of model-based learning approaches that assume the output y can be expressed as a linear algebraic relation with th...
