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So does this combination procedural language + neural net architecture allow random modification of FORTH words or does it only allow random use of pre-defined
by whitten 9y ago
So does this combination procedural language + neural net architecture allow random modification of FORTH words or does it only allow random use of pre-defined subroutines with random values for parameters?
Random modification / creation of random algorithms sounds like Doug Lenat's Eurisko. The use of random values for parameters in a pre-defined subroutine sounds like a contraint propagation language like Prolog.
I guess the random use of a pre-defined set of subroutines is similar to a system that does load balancing for choice between various algorithms instead of different machines.
- sehugg 9y agoIt manipulates "sketches" which seem to act as a template and search strategy. E.g. for the word algebra problem, the neural net is told to look at the top 4 stack elements and figure out how to arrange a pair of arithmetic operations (the sentence is first "parsed" by a RNN.)