https://github.com/fomorians-oss/awr
Reference implementation of Advantage Weighted Regression.
https://github.com/fomorians-oss/awr
Last synced: 3 months ago
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Reference implementation of Advantage Weighted Regression.
- Host: GitHub
- URL: https://github.com/fomorians-oss/awr
- Owner: fomorians-oss
- License: other
- Created: 2019-10-04T20:25:11.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2020-01-07T23:56:33.000Z (over 5 years ago)
- Last Synced: 2025-01-15T11:15:19.974Z (4 months ago)
- Language: Python
- Homepage:
- Size: 45.9 KB
- Stars: 1
- Watchers: 6
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Advantage Weighted Regression
Reference implementation of Advantage Weighted Regression with [TensorFlow 2.0](https://www.tensorflow.org/beta) and [Pyoneer](https://github.com/fomorians/pyoneer).
## References
- Peng et al. Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning. 2019. https://arxiv.org/abs/1910.00177