RL-MPCA: A Reinforcement Learning Based Multi-Phase Computation Allocation Approach for Recommender Systems.

Jiahong Zhou|Shunhui Mao|Guoliang Yang|Bo Tang|Qianlong Xie|Lebin Lin|Xingxing Wang|Dong Wang


Anthology ID:DBLP:conf/www/ZhouMYTXLWW23
Volume:Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
Year:2023
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:3214-3224
URL:https://doi.org/10.1145/3543507.3583313
DOI:https://doi.org/10.1145/3543507.3583313
DBLP:conf/www/ZhouMYTXLWW23
BibTeX:
@inproceedings{zhou-2023-rlmpca, author = {Jiahong Zhou and Shunhui Mao and Guoliang Yang and Bo Tang and Qianlong Xie and Lebin Lin and Xingxing Wang and Dong Wang}, editor = {Ying Ding and Jie Tang and Juan F. Sequeda and Lora Aroyo and Carlos Castillo and Geert-Jan Houben}, title = {{RL-MPCA: A Reinforcement Learning Based Multi-Phase Computation Allocation Approach for Recommender Systems}}, booktitle = {{Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}}, pages = {3214--3224}, publisher = {ACM}, year = {2023}, url = {https://doi.org/10.1145/3543507.3583313}, doi = {https://doi.org/10.1145/3543507.3583313} }