QuaRL

Through, QuaRL we aim to show the benefits of using quantization in Reinforcement Learning.

Paper

Code

Can quantization help in making RL training more efficient?

ActorQ Poster

Can quantization help in making RL inference more efficient?

Resource Constrained ML Poster

Citation

@misc{lam2021quantized, title={Quantized Reinforcement Learning (QUARL)}, author={Maximilian Lam and Sharad Chitlangia and Srivatsan Krishnan and Zishen Wan and Gabriel Barth-Maron and Aleksandra Faust and Vijay Janapa Reddi}, year={2021}, eprint={1910.01055}, archivePrefix={arXiv}, primaryClass={cs.LG}}

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