CONCERNING THE EMERGENCE OF TAG-MEDIATED LOOKAHEAD
John H. Holland · 1990
This paper, after a general introduction to the area, discusses the architecture and learning algorithms that permit automatic parallel, distributed to emerge in classifier systems. Simple additions to a standard classifier system suffice, principally a new register called the strength register, and a provision to use the bucket brigade credit assignment algorithm in virtual mode to modify values in this register. With these additions, current actions are decided on the basis of the expected values associated with the lookahead cones of possible alternatives.