Symbolic Systems

Some resources for thinking about Universal Intelligence. Selective rather than exhaustive, biased to my taste, roughly ordered. Works dense with ideas highlighted. Resisted adding a Schmidhuber section.


Notes and Intuition


Models and Priors


Reinforcement Learning



Evolutionary Strategies


Universal Constructors


Open-Ended Environments


Multi-Agent Systems


Artificial General Intelligence


Information Theory


Biology and Neuroscience