Alternatives and similar repositories for OfflineRL_FactoredActions

Users that are interested in OfflineRL_FactoredActions are comparing it to the libraries listed below

• icu-sepsis / icu-sepsis
  ICU-Sepsis is a lightweight, yet challenging RL environment that models the treatment of sepsis in the ICU.
  ☆19Updated 8 months ago
• uribyul / py_ai_clinician
  ☆45Updated 4 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
• GilesLuo / ReassessDTR
  ☆10Updated last year
• MLD3 / RL-Set-Valued-Policy
  [ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/20…
  ☆15Updated 4 years ago
• matthieukomorowski / AI_Clinician
  Reinforcement learning for medical decisions
  ☆113Updated 5 years ago
• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆102Updated 7 years ago
• akiani / rlsepsis234
  CS234 Sepsis Simulator For RL
  ☆16Updated 2 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆55Updated 5 months ago
• clinicalml / gumbel-max-scm
  Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)
  ☆43Updated 4 years ago
• akiani / gym-sepsis
  Open AI Gym Environment For MIMIC Dataset Sepsis Patient
  ☆20Updated 2 years ago
• XanderJC / scalable-birl
  Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.
  ☆47Updated 4 years ago
• CaryLi666 / ID3QNE-algorithm
  ☆22Updated last year
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆115Updated last year
• 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
• Srivatsan-Srinivasan / Inverse_Reinforcement-Learning-Sepsis
  This repository will be used to share all documents related to CS282 RL in Healthcare Final Project.
  ☆9Updated 7 years ago
• dtak / POPCORN-POMDP
  Implementation of "POPCORN: Partially Observed Prediction Constrained Reinforcement Learning" (Futoma, Hughes, Doshi-Velez, AISTATS 2020)
  ☆12Updated 4 years ago
• thxsxth / POMDP_RLSepsis
  Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
  ☆26Updated 4 years ago
• MLD3 / RL4BG
  Public code release for "Deep Reinforcement Learning for Closed-Loop Blood Glucose Control" (Ian Fox et al.), MLHC 2020. https://arxiv.or…
  ☆13Updated 4 years ago
• Rondorf / BOReL
  Official implementation for the paper "Offline Meta RL - Identifiability Challenges and Effective Data Collection Strategies", NeurIPS 20…
  ☆31Updated 3 years ago
• IandRover / meta_gradient_RL
  Implementation of NeurIPS 2018 paper "Meta-Gradient Reinforcement Learning"
  ☆19Updated 2 years ago
• jesbu1 / hidio
  Github repo for HIDIO: Hierarchical Reinforcement Learning by Discovering Intrinsic Options
  ☆45Updated 3 years ago
• clvoloshin / COBS
  OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.
  ☆61Updated 2 years ago
• gmargo11 / hDQN
  Implementation of Hierarchical Deep Q-Learning (Kulkarni et al., 2016)
  ☆35Updated 6 years ago
• nishantgurunath / HRL
  ☆9Updated 6 years ago
• apexrl / COIL
  Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"
  ☆18Updated 2 years ago
• amazon-science / meta-q-learning
  Code for the paper "Meta-Q-Learning"( ICLR 2020)
  ☆103Updated 3 years ago
• yalidu / liir
  Learning Individual Intrinsic Reward in MARL
  ☆62Updated 2 years ago
• nikhil3456 / Deep-Reinforcement-Learning-in-Large-Discrete-Action-Spaces
  PyTorch implementation of the paper "Deep Reinforcement Learning in Large Discrete Action Spaces" (Gabriel Dulac-Arnold, Richard Evans, H…
  ☆71Updated 5 years ago
• ml3705454 / mapr2
  ☆46Updated 2 years ago