As we have already proposed a taxonomy which contains four major categories. We use this repo to contain the works on representation in RL which cannot be exactly divided into the four major categories.
A finer taxnomy may be proposed if the number of works contained in this category grows to a certain scale.
This repo will be constantly updated to include new researches made by TJU-RL-Lab. (The development of this repo is in progress at present.)
| Method | Is Contained | Is ReadME Prepared | Author | Publication | Link |
|---|---|---|---|---|---|
| VDFP | ✅ | ✅ | Hongyao Tang | AAAI 2021 | https://ojs.aaai.org/index.php/AAAI/article/view/17182 |
The algorithms in this repo are all implemented python 3.5 (and versions above). Tensorflow 1.x and PyTorch are the main DL code frameworks we adopt in this repo with different choices in different algorithms.
Note that the algorithms contained in this repo may not use all the same environments. Please check the README of specific algorithms for detailed installation guidance.