ICU-Sepsis: A Benchmark MDP Built from Real Medical Data

Kartik Choudhary, Dhawal Gupta, Philip S. Thomas

We present ICU-Sepsis, an environment that can be used in benchmarks for evaluating reinforcement learning (RL) algorithms. Sepsis management is a complex task that has been an imp…