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davidkillerhahaha authored Mar 18, 2022
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## transfer reinforcement learning

## model-based reinforcement learning
This repo contains a unified opensource code implementation for the Model-Based Reinforcement Learning methods. MBRL-Lib provides implementations of popular MBRL algorithms as examples of how to use this library. Currently, we have implemented Dreamer, MBPO, MuZero and we plan to keep increasing this list in the future. **We present one of the most comprehensive Model-Based library so far , which covered most mainstream algorithms in Model-Based RL area.** This repo will be constantly updated to include new researches made by TJU-DRL-Lab.
This repo contains a unified opensource code implementation for the Model-Based Reinforcement Learning methods. MBRL-Lib provides implementations of popular MBRL algorithms as examples of how to use this library. The current classifications of the mainstream algorithms in modern Model-Based RL area are orthogonal, which means some algorithms can be grouped into different categories according to different perspectives. But the core three directions for future work in MBRL are `faster planning``higher tolerance to model error``scalability to harder problems`. Currently, we have implemented Dreamer, MBPO, MuZero and we plan to keep increasing this list in the future. **We present one of the most comprehensive Model-Based library so far , which covered most mainstream algorithms in Model-Based RL area.** This repo will be constantly updated to include new researches made by TJU-DRL-Lab. See more [here](https://github.com/TJU-DRL-LAB/model-based-rl/tree/master).

# Contributing
AI-Optimizer is still under development. More algorithms and features are going to be added and we always welcome contributions to help make AI-Optimizer better. Feel free to contribute.

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