Alternatives and similar repositories for icu-sepsis

Users that are interested in icu-sepsis are comparing it to the libraries listed below

• akiani / gym-sepsis
  Open AI Gym Environment For MIMIC Dataset Sepsis Patient
  ☆22Updated 2 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆57Updated 10 months ago
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆122Updated 2 years ago
• uribyul / py_ai_clinician
  ☆50Updated 5 years ago
• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆105Updated 7 years ago
• clinicalml / gumbel-max-scm
  Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)
  ☆45Updated 5 years ago
• matthieukomorowski / AI_Clinician
  Reinforcement learning for medical decisions
  ☆116Updated 5 years ago
• point85AI / Policy-Iteration-AI-Clinician
  This is the companion GitHub repository for the point85 blog post on using Policy Iteration to treat sepsis.
  ☆15Updated 6 years ago
• clvoloshin / COBS
  OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.
  ☆62Updated 3 years ago
• xuefeng7 / Improving-Sepsis-Treatment-Strategies
  This is the repository for paper "Improving Sepsis Treatment Strategies using Deep Reinforcement Learning and Mixture-of-Experts"
  ☆27Updated 7 years ago
• rstrivedi / Melting-Pot-Contest-2023
  ☆48Updated last year
• srsohn / shortest-path-rl
  A public repo for ICML 2021 "Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks"
  ☆13Updated 4 years ago
• akiani / rlsepsis234
  CS234 Sepsis Simulator For RL
  ☆16Updated 2 years ago
• martyput / MDP_book
  ☆199Updated last month
• MLD3 / OfflineRL_FactoredActions
  [NeurIPS 2022] Leveraging Factored Action Spaces for Efficient Offline RL in Healthcare. https://arxiv.org/abs/2305.01738
  ☆11Updated 2 years ago
• GilesLuo / ReassessDTR
  ☆11Updated last year
• XanderJC / medkit-learn
  The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk…
  ☆29Updated 3 years ago
• dtak / mbrl-smdp-ode
  PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020
  ☆45Updated 5 years ago
• causal-rl-anonymous / causal-rl
  ☆48Updated 3 years ago
• dido1998 / CausalMBRL
  Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
  ☆52Updated 4 years ago
• stratisMarkou / sample-efficient-bayesian-rl
  Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL
  ☆24Updated 3 years ago
• proroklab / popgym
  Partially Observable Process Gym
  ☆206Updated 5 months ago
• ChristosKap / multi_timescale_replay
  Code for Continual Reinforcement Learning with Multi-Timescale Replay
  ☆24Updated 5 years ago
• social-dilemma / multiagent
  Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas
  ☆54Updated 2 years ago
• luchris429 / model-free-opponent-shaping
  Code for Model-Free Opponent Shaping (ICML 2022)
  ☆20Updated 3 years ago
• flowersteam / TeachMyAgent
  TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.
  ☆75Updated 2 years ago
• Paul-543NA / matrix-mdp-gym
  A reinforcement leaning environment for discrete MDPs.
  ☆25Updated last year
• thxsxth / POMDP_RLSepsis
  Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
  ☆26Updated 4 years ago
• automl / CARL
  Benchmarking RL generalization in an interpretable way.
  ☆170Updated this week
• Nic5472K / ScientificData2021_HealthGym
  ☆24Updated 2 weeks ago