dodox/fancy_rl
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Dominik Moritz Roth 2024-06-02 16:37:15 +02:00
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Fancy RL provides a minimalistic and efficient implementation of Proximal Policy Optimization (PPO) and Trust Region Policy Layers (TRPL) using primitives from [torchrl](https://pypi.org/project/torchrl/). This library focuses on providing clean, understandable code and reusable modules while leveraging the powerful functionalities of torchrl. Fancy RL provides a minimalistic and efficient implementation of Proximal Policy Optimization (PPO) and Trust Region Policy Layers (TRPL) using primitives from [torchrl](https://pypi.org/project/torchrl/). This library focuses on providing clean, understandable code and reusable modules while leveraging the powerful functionalities of torchrl.
| :exclamation: This project is still WIP and not ready to be used. | | :exclamation: This project is still WIP and not ready to be used. |
| ------------------------------------------------------------ | | ----------------------------------------------------------------- |
## Installation ## Installation
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## TODO ## TODO
- [ ] Better / more logging
- [ ] Test / Benchmark PPO - [ ] Test / Benchmark PPO
- [ ] Refactor Modules for TRPL - [ ] Refactor Modules for TRPL
- [ ] Get TRPL working - [ ] Get TRPL working