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update research interests
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nebulabiu committed Feb 7, 2023
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Expand Up @@ -36,7 +36,7 @@ <h2 id="contact">Contact</h2>
<p><a href="pub/CV.pdf">Curriculum Vitae</a></p>
<h2 id="research-interests">Research Interests</h2>
<p>
I am interested in artifitial intelligence, especially how current machine learning methods could approach <strong>perception and learning</strong>. Unfortunately, despite searching for it for a long time, it is not until last year that I finally recognized this line of research as the intersection between <strong>computational cognitive neuroscience</strong> and <strong>machine learning</strong>.
I am interested in artifitial intelligence, especially how current machine learning methods could approach <strong>active perception and learning</strong> in the real world. Unfortunately, despite searching for it for a long time, it is not until last year that I finally recognized this line of research as the intersection between <strong>computational neuroscience</strong>, <strong>computational cognitive science</strong>, and <strong>machine learning</strong>.
I then studied and was impressed by the research by people like <a href="https://en.wikipedia.org/wiki/James_J._Gibson">James J. Gibson</a> and <a href="https://en.wikipedia.org/wiki/Peter_Dayan">Peter Dayan</a>, and believe that machine learning will take them further (or conversely, they will guide a right way for ML research).
</p>
<p>Before this, I have gone through multiple fields to study machine learning broadly, including graph learning, visual representation learning, reinforcement learning for optimization, and motion synthesis (in time order; please see <a href="pub/CV.pdf">CV</a> for more details).</p>
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