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Inferential theory of learning
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<h2 id="usage">Usage</h2> <p>The most relevant published usage of ITL was in scientific journal published in 2012 and used ITL as a way to describe how agent-based learning works. According to the journal "The Inferential Theory of Learning (ITL) provides an elegant way of describing learning processes by agents".<a class="footnote-ref" id="fnref:4" href="#fn:4"><sup>4</sup></a> </p> <h2 id="further-reading">Further reading</h2> <ul><li>Ryszard S. Michalski, Jaime G. Carbonell, Tom M. Mitchell (1983), <i>Machine Learning: An Artificial Intelligence Approach</i>, Tioga Publishing Company, <a href="/facts/ISBN_(identifier)/15AdSPa9">ISBN</a> 0-935382-05-4. <ul><li>Ryszard S. Michalski, Jaime G. Carbonell, Tom M. Mitchell (1986), <i>Machine Learning: An Artificial Intelligence Approach, Volume II</i>, Morgan Kaufmann, <a href="/facts/ISBN_(identifier)/15AdSPa9">ISBN</a> 0-934613-00-1.</li> <li>Yves Kodratoff, Ryszard S. Michalski (1990), <i>Machine Learning: An Artificial Intelligence Approach, Volume III</i>, Morgan Kaufmann, <a href="/facts/ISBN_(identifier)/15AdSPa9">ISBN</a> 1-55860-119-8.</li> <li>Ryszard S. Michalski, George Tecuci (1994), <i>Machine Learning: A Multistrategy Approach</i>, Volume IV, Morgan Kaufmann, <a href="/facts/ISBN_(identifier)/15AdSPa9">ISBN</a> 1-55860-251-8.</li> <li>Naidenova, X. (Ed.),(2009), Machine Learning Methods for Commonsense Reasoning Processes: Interactive Models: Interactive Models, IGI Global,<a href="/facts/ISBN_(identifier)/15AdSPa9">ISBN</a> 9781605668116.</li></ul></li></ul> <h2 id="references">References</h2> <ol> <li id="fn:1"><p>Michalski, Ryszard S. (1993). "Inferential theory of learning as a conceptual basis for multistrategy learning". Machine Learning. 11 (2–3): 111–151. doi:10.1007/bf00993074. ISSN 0885-6125. <a href="https://doi.org/10.1007%2Fbf00993074" target="_blank">https://doi.org/10.1007%2Fbf00993074</a> <a href="#fnref:1" class="footnote-back-ref">↩</a></p></li> <li id="fn:2"><p>"Inferential Theory of Learning – GMU Machine Learning and Inference Laboratory". www.mli.gmu.edu. Retrieved 2018-12-04. <a href="https://www.mli.gmu.edu/index.php/research/inferential-theory-of-learning/" target="_blank">https://www.mli.gmu.edu/index.php/research/inferential-theory-of-learning/</a> <a href="#fnref:2" class="footnote-back-ref">↩</a></p></li> <li id="fn:3"><p>Naidenova, Xenia (2010). Machine learning methods for commonsense reasoning processes : interactive models. Hershey, PA: Information Science Reference. ISBN 9781605668109. OCLC 606360112. <a href="9781605668109" target="_blank">9781605668109</a> <a href="#fnref:3" class="footnote-back-ref">↩</a></p></li> <li id="fn:4"><p>Wojtusiak, Janusz; Warden, Tobias; Herzog, Otthein (December 2012). "Machine learning in agent-based stochastic simulation: Inferential theory and evaluation in transportation logistics". Computers & Mathematics with Applications. 64 (12): 3658–3665. doi:10.1016/j.camwa.2012.01.079. ISSN 0898-1221. <a href="https://doi.org/10.1016%2Fj.camwa.2012.01.079" target="_blank">https://doi.org/10.1016%2Fj.camwa.2012.01.079</a> <a href="#fnref:4" class="footnote-back-ref">↩</a></p></li> </ol>