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QNT inicialization should initialize the Tree before the PDFA #208

@iturbideM

Description

@iturbideM

Description

The QNT algorithm currently initializes with a one-state PDFA and performs an equivalence query (EQ) to the teacher to obtain the first counterexample. However, a more intelligent approach would be to generate a tree by exhausting all known symbols from the lambda state. This approach could result in a better final model if we are time bounded, especially when the EQ process is slow, which is often the case in practice.

Proposed Changes

  • Modify the initialization function to generate a tree that exhausts all known symbols before creating a PDFA and performing an EQ.

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