Introduction

Vision

This blog is about my project of Artificial Intelligence. It is planned to be able to deduce concepts, create complex concepts basing on basic ones and apply them to new data. It is supposed to pass experience from one task into another. The ultimate test to check if it is general enough - I don't know if achievable at all - is to let it control characters in arbitrary virtual world. It should be able to learn from the scratch how this world works and how to act within it. People could then watch the concepts it creates and how it perceives the world, which is the only reality it knows.

Current state

Currently this AI is able to solve numerical IQ tests. It is available online, so you may check it at http://iqsolver.eu/ . Here is a list of samples questions: http://iqsolver.eu/samples.html, you may try to solve them yourself and then compare with the answer of AI :). For most questions more than 1 answer are generated, but the first one is probably the right one. I will write later about what it can and cannot do.

Plans

Below is an ambitious list of test steps the AI should be able to achieve during its development. However, it shouldn't be designed specifically to them, but rather solve them using generality of its intelligence.

1. Solving numeric single-line sequence tests
2. Solving multiple-lines or matrix numerical tests
3. Deducing rules in arbitrary complex structure containing sequences, maps, maps of sequences, etc. Anything that could be stored in a JSON document
4. Deducing rules of complete information games for example: board games (Chess, Go, Reversi)  being given sequence of game snapshots.
5. Learning how to play full information games.
6. Coping with partial information games - distinguishing between what is perceived and what is real
7. Theory of mind - being able to deduce what other agents may know
8. Being able to learn the rules of any computer game provided that non-graphical interface is given: not a 3D image but a set of number which indeed every object in computer game is. Agents controlled by this AI could be put in the virtual environment.

Currently step 1 is generally achieved. Many single-sequence tests require step 2: dividing sequence into many sub-sequences. I have some ideas how to make steps 2-4, the rest is just a vision. If you have some ideas - please comment.