Alternatives and similar repositories for Inverse_Reinforcement-Learning-Sepsis

Users that are interested in Inverse_Reinforcement-Learning-Sepsis are comparing it to the libraries listed below

• akiani / gym-sepsis
  Open AI Gym Environment For MIMIC Dataset Sepsis Patient
  ☆20Updated 2 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"
  ☆26Updated 6 years ago
• spfohl / cs238_sepsis_rl
  Learning to reinforcement learn and treating sepsis on the side
  ☆14Updated 7 years ago
• akiani / rlsepsis234
  CS234 Sepsis Simulator For RL
  ☆16Updated 2 years ago
• matthieukomorowski / AI_Clinician
  Reinforcement learning for medical decisions
  ☆108Updated 5 years ago
• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆102Updated 7 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆54Updated 3 months ago
• thxsxth / POMDP_RLSepsis
  Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
  ☆26Updated 3 years ago
• uribyul / py_ai_clinician
  ☆45Updated 4 years ago
• clinicalml / gumbel-max-scm
  Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)
  ☆43Updated 4 years ago
• icu-sepsis / icu-sepsis
  ICU-Sepsis is a lightweight, yet challenging RL environment that models the treatment of sepsis in the ICU.
  ☆19Updated 6 months ago
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆113Updated last year
• clvoloshin / COBS
  OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.
  ☆61Updated 2 years ago
• CaryLi666 / ID3QNE-algorithm
  ☆21Updated 11 months ago
• Joywanglulu / SRL_DTR
  ☆21Updated 7 years ago
• edouardklein / RL-and-IRL
  C implementation of RL and IRL algorithms
  ☆19Updated 4 years ago
• LucaMD / SRL
  Reinforcement learning for sepsis
  ☆15Updated 5 years ago
• erwanbou / sf-deep-rl
  Project on Successor Features in Deep Reinforcement Learning and Transfer Learning
  ☆24Updated 7 years ago
• shivamsaboo17 / Policy-Gradient-PyTorch
  Implementation of vanilla stochaistic (categorical) policy gradient algorithm to play cartpole.
  ☆16Updated 4 years ago
• ahq1993 / inverse_rl
  Adversarial Imitation Via Variational Inverse Reinforcement Learning
  ☆95Updated 5 years ago
• Hwhitetooth / lirpg
  ☆61Updated 6 years ago
• Silvicek / distributional-dqn
  Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…
  ☆132Updated 6 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.
  ☆14Updated 6 years ago
• dtak / hip-mdp-public
  Code for training and testing a Hidden Parameter Markov Decision Process, used to facilitate the transfer of learning
  ☆32Updated 7 years ago
• CausalRL / DRL
  Deconfounding Reinforcement Learning in Observational Settings
  ☆51Updated 6 years ago
• wyndwarrior / Sectar
  Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings
  ☆96Updated 6 years ago
• lerrel / rllab-adv
  Code to train RL agents along with Adversarial distrubance agents
  ☆65Updated 8 years ago
• hungtuchen / pytorch-hdqn
  Hierarchical-DQN in pytorch (not actively maintained)
  ☆70Updated 7 years ago
• zzzace2000 / autodiagnosis
  Dynamic Measurement Scheduling for Event Forecasting using Deep RL (ICML 2019)
  ☆10Updated 4 years ago
• nosyndicate / pytorchrl
  Deep Reinforcement Learning algorithms implemented in PyTorch
  ☆49Updated 6 years ago