Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing

Author:

Shen Wei1,He Xiaonan1,Zhang Chuheng2,Ni Qiang3,Dou Wanchun4,Wang Yan5

Affiliation:

1. Baidu Inc., Beijing, China

2. Tsinghua University, Beijing, China

3. Lancaster University, Lancaster, United Kingdom

4. Nanjing University, Nanjing, China

5. Tencent Holdings Ltd., Guangzhou, China

Funder

the Key Research and Development Project of Jiangsu Province

National Natural Science Foundation of China

Publisher

ACM

Reference43 articles.

1. Techu

2. Kai Arulkumaran Antoine Cully and Julian Togelius. 2019. AlphaStar: An Evolutionary Computation Perspective. arXiv preprint arXiv:1902.01724 (2019). Kai Arulkumaran Antoine Cully and Julian Togelius. 2019. AlphaStar: An Evolutionary Computation Perspective. arXiv preprint arXiv:1902.01724 (2019).

3. Jimmy Lei Ba Jamie Ryan Kiros and Geoffrey E Hinton. 2016. Layer normalization. arXiv preprint arXiv:1607.06450 (2016). Jimmy Lei Ba Jamie Ryan Kiros and Geoffrey E Hinton. 2016. Layer normalization. arXiv preprint arXiv:1607.06450 (2016).

4. Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang and Wojciech Zaremba. 2016. Openai gym. arXiv preprint arXiv:1606.01540 (2016). Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang and Wojciech Zaremba. 2016. Openai gym. arXiv preprint arXiv:1606.01540 (2016).

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