p>
<ul>
<li><p>speeds things up</p></li>
</ul>
</li>
</ul>
</li>
</ul>
</section>
<section id="active-reinforcement-learning">
<h3><span class="section-number">1.10.5.2. </span>active reinforcement learning<a class="headerlink" href="#active-reinforcement-learning" title="Link to this heading">#</a></h3>
<ul class="simple">
<li><p>no longer following set policy</p>
<ul>
<li><p><em>explore</em> states to find their utilities and <em>exploit</em> model to get highest reward</p></li>
<li><p>must explore all ac