Boost Your AI Project Ideas for a Bachelor's Degree in Computer Science

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Discussion Overview

The discussion revolves around generating ideas for an AI project suitable for a Bachelor's degree in Computer Science. Participants explore various concepts, applications, and approaches within the realm of artificial intelligence, emphasizing project scope and feasibility.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Debate/contested
  • Homework-related

Main Points Raised

  • One participant suggests starting with a small, manageable project to avoid overwhelming complexity, emphasizing the importance of completing a project for better satisfaction and grades.
  • Another proposes creating a virtual pet that learns tasks through user interaction, likening it to the Tamaguchi/DigiPet concept, and suggests a text-based interface could suffice.
  • A participant expresses interest in using robots, such as LEGO or iRobot, and inquires about AI techniques that could be applied, mentioning the possibility of using a neural network.
  • One idea presented is developing an OCR program for character recognition, specifically targeting captcha breaking.
  • Another participant reflects on the functionality of a Roomba and suggests enhancing its search algorithm as a project, proposing to study existing technologies for potential improvements.

Areas of Agreement / Disagreement

Participants present multiple competing ideas and approaches for AI projects, with no consensus on a single direction or solution. The discussion remains open-ended with various suggestions being explored.

Contextual Notes

Some ideas depend on the feasibility of the proposed techniques, such as the complexity of implementing neural networks or OCR, which may require further exploration of underlying assumptions and technical requirements.

Who May Find This Useful

Students in computer science or related fields seeking inspiration for AI projects, as well as those interested in practical applications of artificial intelligence in robotics and software development.

SF
I need to create an AI project for a Bachelor's degree in Computer Science and I'd welcome some ideas.

Thanks!
 
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First idea: don't think too big, it's easy to do in general but more so with AI. If you do, your project will grow beyond reason, using up all your time with negative impact on your other classes and activities. A smallish, elegant and (importantly) finished project is more satisfying and earns better marks.

Second idea: you don't have to address human thought, you cannot simulate the human mind anyways. Why not think of a dog? Like that Tamaguci/DigiPet fad a few years back. Write a software pet that can learn a few arbitrary tasks through praise and scolding. Each task is a sequence of basic steps that your pet is innately able to do: walking, jumping, grabbing... Your program let's the user train the pet to learn an arbitrary sequence of these on command. Learning is a sign of intelligence. Unlike the DigiPet, graphics are not needed. A "text adventure" interface should suffice. If you finish early you can add frills later.
 
I can also use robots (LEGO, iRobot or a Ridgesoft one).
Think I can make an interesting thing using that? Training a virtual pet?

Any idea on what kind of AI technique I could use? Maybe a neural net?
 
You could do an OCR program for character recognition. Maybe for example a captcha breaker.
 
SF said:
I can also use robots (LEGO, iRobot

iRobot... Hmmm... I have one of their Roomba cleaner and it works pretty well. One of their blurbs says it behaves somewhat like a bug that looks for food (except that here it looks for dust), following walls at times, going random at other times. Maybe you could improve on the search algorithm. And this could be a different approach to your project: instead of creating something from scratch, you can look into something that already exists, study and understand it, then bring about some creative improvement. It doesn't have to be an iRobot product either, these just made me think of this other possibility. Email the company(ies) to get a start on some existing technology if you decide to go this way.
 

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