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Update README.md
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mamengyiyi authored Apr 21, 2022
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Expand Up @@ -34,14 +34,14 @@ This repository contains the codes of representative benchmarks and algorithms o

- For people who are insterested in Offline RL, our introduction of each algorithm and our [tutorial blogs](https://zhuanlan.zhihu.com/p/414497708) can be helpful.
- For RL practicers (especially who work on related fields), we provide advanced Offline RL algorithms with strong performance and different kinds of datasets. In detail, we provide:
- **A unified algorithm framework with rich and fair comparisons bewteen different algorithms**
- **A unified algorithm framework with rich and fair comparisons bewteen different algorithms** (In Progress)
- **Abundant and real-world datasets**:
- Real-world industrial datasets
- Multimodal datasets
- Augmented datasets (and corresponding methods)
- Datasets obtained using representation learning (and corresponding methods)
- Multimodal datasets (DDL: 2022/05/30)
- Real-world industrial datasets (DDL: TBD)
- Augmented datasets (and corresponding methods) (DDL: 2022/09/30)
- Datasets obtained using representation learning (and corresponding methods) (DDL: 2022/09/30)
- **More easy-to-use log systems support**:
- Wandb
- Wandb (DDL: 2022/04/30)
![Ecology of Offline RL](https://github.com/TJU-DRL-LAB/AI-Optimizer/blob/main/offline-rl-algorithms/Framework%20of%20Offline%20RL.png)


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