Johnicholas comments on The Bayesian Agent

[Johnicholas]

You might enjoy Crutchfield’s epsilon machines, and Shalizi’s CSSR algorithm for learning them:

http://​​masi.cscs.lsa.umich.edu/​​~crshalizi/​​notabene/​​computational-mechanics.html