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causal-reinforcement-learning

Here are 4 public repositories matching this topic...

CU-DitecT / Causal-GAIL

Code for Causal GAIL. "Learning human driving behaviors with sequential causal imitation learning", AAAI-22.

causality causal-machine-learning causal-reinforcement-learning causal-imitation-learning causal-gail

Updated Apr 5, 2024
Python

sergeivolodin / causality-disentanglement-rl

Simple world models lead to good abstractions, Google Cerebra internship 2020/master thesis at EPFL LCN 2021 ⬛◼️▪️🔦

sparsity epfl thesis tensorflow pytorch causality primal-dual model-based-reinforcement-learning tf-agents causal-reinforcement-learning abstraction-learning consciousness-prior model-sparsity

Updated Sep 26, 2024
Python

12dash / CausalRL

Causal Reinforcement Learning

reinforcement-learning causal-inference causal-reinforcement-learning

Updated May 11, 2023
Jupyter Notebook

AIMedLab / DAC

Code and Datasets for the paper "Deconfounding actor-critic network with policy adaptation for dynamic treatment regimes", published on KDD 2022.

reinforcement-learning mimic-iii electronic-health-record mechanical-ventilation causal-reinforcement-learning actor-critic-model dynamic-treatment-regimens

Updated Feb 20, 2022
Python

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