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Merge pull request #263 from arkadyark/policy-algorithms-unit-2

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Add on and off policy algorithms to glossary
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Thomas Simonini
2023-04-05 09:50:30 +02:00
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@@ -27,6 +27,10 @@ This is a community-created glossary. Contributions are welcomed!
- Does not include any exploration.
- Can be disadvantageous in environments with uncertainty or unknown optimal actions.
### Off-policy vs on-policy algorithms
- **Off-policy algorithms:** A different policy is used at training time and inference time
- **On-policy algorithms:** The same policy is used during training and inference
If you want to improve the course, you can [open a Pull Request.](https://github.com/huggingface/deep-rl-class/pulls)
@@ -34,3 +38,4 @@ This glossary was made possible thanks to:
- [Ramón Rueda](https://github.com/ramon-rd)
- [Hasarindu Perera](https://github.com/hasarinduperera/)
- [Arkady Arkhangorodsky](https://github.com/arkadyark/)