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main/.buildinfo

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main/environments/third_party_environments/index.html

@@ -629,6 +629,12 @@ <h3><a class="reference external" href="https://github.com/foreverska/buffalo-gy
 <img alt="GitHub stars" src="https://img.shields.io/github/stars/foreverska/buffalo-gym" /></p>
 <p>Buffalo-Gym is a Multi-Armed Bandit (MAB) gymnasium built primarily to assist in debugging RL implementations. MABs are often easy to reason about what the agent is learning and whether it is correct. Buffalo-gym encompasses Bandits, Contextual bandits, and contextual bandits with aliasing.</p>
 </section>
+<section id="icu-sepsis-a-benchmark-mdp-built-from-real-medical-data">
+<h3><a class="reference external" href="https://github.com/icu-sepsis/icu-sepsis">ICU-Sepsis: A Benchmark MDP Built from Real Medical Data</a><a class="headerlink" href="#icu-sepsis-a-benchmark-mdp-built-from-real-medical-data" title="Link to this heading">¶</a></h3>
+<p><img alt="Gymnasium version dependency" src="https://img.shields.io/badge/Gymnasium-v0.28.1-blue" />
+<img alt="GitHub stars" src="https://img.shields.io/github/stars/icu-sepsis/icu-sepsis" /></p>
+<p>ICU-Sepsis is a tabular reinforcement learning environment that simulates the treatment of sepsis in an intensive care unit (ICU). Introduced in the paper <a class="reference external" href="https://arxiv.org/abs/2406.05646">ICU-Sepsis: A Benchmark MDP Built from Real Medical Data</a>, the environment is lightweight and easy to use, yet challenging for most reinforcement learning algorithms.</p>
+</section>
 </section>
 <section id="third-party-environments-using-gym">
 <h2>Third-Party Environments using Gym<a class="headerlink" href="#third-party-environments-using-gym" title="Link to this heading">¶</a></h2>