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Questions tagged [efficiency]

For questions about efficiency of ML/AI algorithms solving a particular problem.

1
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1answer
38 views

Why is informed search more efficient than uniformed search?

Why does informed search more efficiently finds a solution than uniformed search? If there was an example, it would be easy to understand.
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1answer
126 views

Most efficient neural network for human activity recognition

A paper from machinelearningmastery.com on human activity recognition states that 1D convolutional neural networks work the best on classification of human activities using data from accelometer. But, ...
3
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1answer
77 views

Transposition table is only used for roughly 17% of the nodes - is this expected?

I'm making a Connect Four game using the typical minimax + alpha-beta pruning algorithms. I just implemented a Transposition Table, but my tests tell me the TT only helps 17% of the time. By this I ...
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6answers
844 views

Why Python not C?

I like the enforced indentation of Python that many don't like because I hate parenthetic typing and redundant semicolons. I like the shell interface, but why do some think Python is de facto for ...
2
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1answer
109 views

Are there any load balancing approaches for employee cases based on complexity score?

In working with a social services agency that provides a continuum of programs across the behavioral health and child welfare spectrum the need to adequately manage individual worker and total program ...
1
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1answer
69 views

how fast does need to be an AI agent to be efficient?

I know nowadays agencies are using GPUs in order to accelerate AI, but how fast should be it to be efficient, I mean I know that depends of how large and complex the assignment is but what would be a ...
5
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2answers
166 views

Neural networks efficiently solve traveling salesmen problems?

I occasionally read papers that show neural networks solving traveling salesmen problems and multi traveling salesmen problems efficiently? 1) Is there any analysis of the meaning of efficiency of ...
1
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0answers
101 views

Number of input variables for a cellular automaton (was: Squares or hexagonal?)

A cellular automaton is a state machine which is controlled by external input. The input is given by geometrical space around a cell. In a square matrix, each automaton gets input from 4 surrounding ...