Tree-Based Adaptive Model Learning

Tiago Ferreira, Gerco van Heerdt, Alexandra Silva

We extend the Kearns-Vazirani learning algorithm to be able to handle systems that change over time. We present a new learning algorithm that can reuse and update previously learne…