https://github.com/threewisemonkeys-as/causal-rl
Incoporating causality into RL algorithms
https://github.com/threewisemonkeys-as/causal-rl
Last synced: 2 months ago
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Incoporating causality into RL algorithms
- Host: GitHub
- URL: https://github.com/threewisemonkeys-as/causal-rl
- Owner: threewisemonkeys-as
- Created: 2020-07-12T06:18:10.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2020-07-12T16:49:36.000Z (almost 5 years ago)
- Last Synced: 2025-02-09T20:43:41.143Z (4 months ago)
- Language: Jupyter Notebook
- Size: 1.52 MB
- Stars: 3
- Watchers: 2
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Causality based Reinforcement Learning
Experimentation with integrating causal factors in RL algorithms.
## References -
Yu, C., Dong, Y., Liu, J. et al. [Incorporating causal factors into reinforcement learning for dynamic treatment regimes in HIV](https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-019-0755-6). BMC Med Inform Decis Mak 19, 60 (2019).