Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach
Author:
Affiliation:
1. Tsinghua University,Shenzhen International Graduate School
2. Shanghai Jiao Tong University,UM-SJTU Joint Institute
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9796607/9796652/09796701.pdf?arnumber=9796701
Reference29 articles.
1. Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor;haarnoja;ICML,0
2. Addressing function approximation error in actor-critic methods;fujimoto;ICMLC 2018,0
3. Ensemble methods for object detection;casado-garcia;ECAI 2020,0
4. Learning Non-maximum Suppression
5. Soft-NMS — Improving Object Detection with One Line of Code
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