Questions tagged [ai.artificial-intel]

Theoretical questions about Artificial Intelligence

15 questions with no upvoted or accepted answers
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Exploring a DFA, with no feedback

Let $M=(\Sigma,S,s_0,\delta)$ be an (unknown) deterministic finite-state automaton (DFA), with alphabet $\Sigma$, statespace $S$, start state $s_0 \in S$, and transition relation $\delta$. I want to ...
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59 views

Are there experiments in artificial life on the emergence of sexual reproduction (analogues)?

I'm aware of quite a few experiments on the emergence of replicators in various artificial life areas, e.g. from cellular automata to computer programs. Have any similar result been obtained on the ...
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751 views

Ultimate Jedi Challenge - Multiarmed Bandit / Reinforcment Learning / advanced AI problem

(This is an attempt to reformulate this question more concisely.) Context You are a Jedi master who wants to prepare a training program (online-algorithm) for his apprentice, "Luke". Luke needs to ...
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188 views

Computational power of cellular neural networks

A cellular neural network is a kind of recurrent neural network that could be thought of as a hybrid between neural nets and cellular automata. As I understand it, the classic Chua-Yang CNN is ...
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71 views

A question on the Kolmogorov Complexity of Human I/O behaviour

Note: From my Twitter poll I managed to get feedback from AI researchers and neuroscientists so far and I think it would be interesting to get input from theoretical computer scientists on this ...
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105 views

Is this algorithm similar to any none in the literature?

I thought of the following algorithm for game AI, which is kind of a mashup of miniMax and Monte Carlo Tree Search. We assume that we have a heuristic function that assigns game states a value in the ...
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184 views

Convergence of Q-learning with non-linear function approximation

Q-learning is a well-known algorithm in Reinforcement learning which enjoys great empirical success but with insufficient theoretical understanding. In the tabular setting, it is known that if each ...
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273 views

Are there any well known algorithms for synthetic handwriting?

Please excuse if this is too practical. I decided it was not technical enough for stack overflow and probably suitable for here. Given a set of letters, A-Z, what is the best scalable way to ...
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57 views

What Fuzzy techniques can combine conflicting quantified data?

I have been reading Fuzzy Belief Revision and trying to determine how the methods could be used to combine readings from conflicting sensors. For example, if one sensor reads 70 degrees and another ...
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89 views

How much computer science / software experience is needed for a math major to do work in AI?

As a math major who is planning on getting their PhD in mathematics, how much computer science or software engineering experience/education do I need to comfortably do research in AI, i.e., would a ...
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184 views

Efficiently computing propagation values for only a few positions in a grid

Consider a matrix filled with some nodes containing positive integers ("starts"), some nodes marked as a wall, and the rest of the nodes given a value of infinity. The propogation rule is simple: For ...
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276 views

Fuzzy K-modes clustering how to find the cluster centers

I'm trying to understand [fuzzy k-modes][1] algorithm (look mainly at page 3) in order to implement it. I'm stuck at the calculation of cluster centers they said as shown in the link https://...
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1answer
548 views

Mapping input and output sequences using neural networks in high dimensional data

I have this huge dimensional data with 31200 features and only 6000 examples. I want to learn a neural network that can find the non linear relation between the input and outputs. However, I have ...
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224 views

Which algorithm for a project about online machine learning?

I have a basic understanding of how machine learning works, but my knowledge isn't enough in order to develop a personal project I would like to start. I want to develop a system based on online ...
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Find sentences with similar relative meaning from a list of sentences against an example one

I want to be able to find sentences with the same meaning. I have a query sentence, and a long list of millions of other sentences. Sentences are words, or a special type of word called a symbol which ...