Inspired by https://github.com/takoika/PrioritizedExperienceReplay, we provide a fast (cpp-version) implementation of prioritized experience replay buffer.
for a full usage, please take a forward step to https://github.com/7starsea/shark.
Implementation here is simplified version of PrioritizedExperienceReplay in project https://github.com/7starsea/shark by removing unnecessary bundle.
- python3, (tested on 3.6, 3.7)
- pybind11, (tested on 2.4.3)
- cmake3, (tested on 3.14)
- scikit-build, (tested on 0.10.0), optional
(we use ananconda enviroment for testing)
on linux, you can type ./complie.sh or python setup.py build --inplace.
[1] "Prioritized Experienced Replay", http://arxiv.org/abs/1511.05952