https://arshadhs.github.io/tags/reinforcement-learning/Recent content in Reinforcement Learning on Arshad SiddiquiHugoen-ushttps://arshadhs.github.io/docs/ai/machine-learning/ml-reinforcement/Mon, 01 Jan 0001 00:00:00 +0000https://arshadhs.github.io/docs/ai/machine-learning/ml-reinforcement/<h1 id="reinforcement-learning-rl"> Reinforcement Learning (RL) <a class="anchor" href="#reinforcement-learning-rl">#</a> </h1> <p>RL is learning by <strong>trial and error</strong>.</p> <p>Reinforcement Learning (RL) is a type of machine learning where an <strong>autonomous agent learns to make decisions by interacting with an environment</strong>.</p> <p>Instead of being told the correct answer, the agent:</p> <ul> <li>takes actions</li> <li>observes outcomes</li> <li>receives rewards or penalties</li> <li>gradually learns a strategy that maximises long-term reward</li> </ul> <blockquote class='book-hint '> <p><strong>Reinforcement Learning teaches an agent how to act, not what to predict.</strong></p>