conservative-q-learning

Here are 4 public repositories matching this topic...

data-intelligence-for-health-lab / RL4CAD

RL4CAD: Personalized Decision Making for Coronary Artery Disease Treatment using Offline Reinforcement Learning

emr machine-learning reinforcement-learning q-learning health pytorch dqn rl deep-q-network coronary-artery coronary-heart-disease offline-reinforcement-learning deep-q-networks conservative-q-learning d3rlpy

Updated Feb 14, 2025
Python

EnesDemir143 / mimic-sepsis-drl

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Offline reinforcement learning for sepsis treatment policy evaluation using Conservative Q-Learning on a MIMIC-IV v3.1 Sepsis-3 ICU cohort.

machine-learning reinforcement-learning pytorch cql physionet wis sepsis clinical-ai healthcare-ai off-policy-evaluation mimic-iv offline-reinforcement-learning conservative-q-learning fqe

Updated Jun 4, 2026
Python

AnnyaB / Admissibility-Aware-Offline-Actor-Critic-Learning-for-Safer-ICU-Sepsis-Treatment-Decisions

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My coursework project proposing LAADAN-AC for safer offline decision-making, with future advancement toward adaptive social robotics. An extended version has been submitted for publication.

deep-reinforcement-learning behavioral-cloning intelligent-systems actor-critic sepsis adaptive-systems safe-reinforcement-learning conservative-q-learning langrangian

Updated Jun 6, 2026
Jupyter Notebook

marcovizcarra / procgen-offline-rl

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Offline RL on Procgen CoinRun with visual data augmentation, comparing Behavior Cloning, IQL and CQL for generalization to unseen levels.

reinforcement-learning pytorch data-augmentation procgen behavior-cloning offline-reinforcement-learning implicit-q-learning conservative-q-learning

Updated Sep 3, 2026
Python

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