Questions tagged [reference-request]

Use when requesting examples of research or research papers, books, articles, blog posts or courses. For example, "Is there any published research about X?" or "What are good examples of Y in research?".

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4
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1answer
362 views

What kind of algorithm is used by StackGAN to generate realistic images from text?

What kind of algorithm is used by StackGAN to generate realistic images from text? How does StackGAN work?
5
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1answer
570 views

Can games be solved without an evaluation function?

Fundamentally, a game-playing AI must solve the problem of choosing the best action from a set of possible actions. Most existing game AI's, such as AlphaGo, do this by using an evaluation function, ...
12
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1answer
5k views

Which approaches could I use to create a simple chatbot using a neural network?

I wanted to start experimenting with neural networks, so I decided to make a chatbot (like Cleverbot, which is not that clever anyway) using them. I looked around for some documentation and I found ...
8
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3answers
2k views

How can you represent the state and action spaces for a card game in the case of a variable number of cards and actions?

I know how a machine can learn to play Atari games (Breakout): Playing Atari with Reinforcement Learning. With the same technique, it is even possible to play FPS games (Doom): Playing FPS Games with ...
3
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1answer
304 views

How exactly does Angelina design games?

In the recent festival of science, there was a talk given by researcher Mike Cook about: ANGELINA, an AI game designer that has invented game mechanics, made games about news stories, and was the ...
8
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1answer
358 views

What are some resources on continuous state and action spaces MDPs for reinforcement learning?

Most introductions to the field of MDPs and Reinforcement learning focus exclusively on domains where space and action variables are integers (and finite). This way we are introduced quickly to Value ...
3
votes
3answers
125 views

Is there any research work on the usefulness of the concept of “personality” for an AGI?

Humans have been endowed with personalities by nature, and it is not clear (to me at least) if this is a feature or a bug. This has been explored in science fiction by various notions of Borg-like ...
2
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1answer
782 views

Are there any machine learning techniques to detect coding standard violations?

Are there any machine learning techniques (such as deep learning or evolutionary algorithms) to detect coding standard violations? Which one would be more suitable? I don't have any specific ...
12
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2answers
188 views

Is there any artificial intelligence that possesses “concentration”?

Humans can do multiple tasks at the same (e.g. reading while listening to music), but we memorize information from less focused sources with worse efficiency than we do from our main focus or task. ...
7
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3answers
937 views

Is there any research on the application of AI for drug design?

Is there any research on the application of AI for drug design? For example, you could train a deep learning model about current compounds, substances, structures, and their products and chemical ...
7
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2answers
2k views

How to write a C decompiler using AI?

I would like to learn more about whether it is possible and how to write a program that decompiles executable binary (an object file) to the C source. I'm not asking exactly 'how', but rather how this ...
3
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1answer
282 views

In what ways can connectionist A.I. be integrated with GOFAI?

In what ways can connectionist artificial intelligence (neural networks) be integrated with Good Old-Fashioned A.I. (GOFAI)? For instance, how could deep neural networks be integrated with knowledge ...
7
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1answer
186 views

What evolutionary algorithms are there that model epigenetics?

What evolutionary algorithms are there that model or incorporate some notion of epigenetics? What are the pros/cons of those approaches? Are there vast insufficiencies or wide-open questions about ...
6
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1answer
87 views

What are the techniques for detecting and preventing overfitting?

I'm worrying that my neural network has become too complex. I don't want to end up with half of the neural network doing nothing but just take up space and resources. So, what are the techniques for ...

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