ptrman / agi-x0

AGI-X0

Named for a lack of a name. Is not an AGI because a lot of things are missing.

Not that Utterly broken anymore.

The so called Development cycle crisis out of a cycle of 3 months hibernation followed by some activity spike (depressing indeed).

Implemented

Artificial Intelligence

Self delimiting Neural Network (SLIM-RNN) invented by Jürgen Schmidhuber

SLIM-RNN

• Turing complete RNN

Artificial General Intelligence'ish

Powerplay

Powerplay invented by Jürgen Schmidhuber.

• RL framework for agents and components

ALS

Adaptive Levin Search

• with a VM for simple Operations
• Propabilities of instructions are learned

"Pattern" based representation and matching

Pattern

• Uniform way to store and manipulate structural data
• Built with explicit semi functional constructs for simple automated generation and dynamic rewriting of code
• Inspired by the representations and matching mechanisms in Ikon FLux 2.0 and replicode

Low level

x86 representation and superoptimizer

Superoptimizer

• based on levin search
• explicit x86 representation to allow for later translation/optimization of generated code to x86 assembler
• Warning : takes a lot of computational effort to enumerate the shortest/best version
• Warning : Immature, only a few (interesting) instructions implemented

TODO

• CausalReasoningSystem
• pull in more code
• pull in code/write code for the various NN types + hofstadter networks

agi-x0's Issues

SSA needs unittest