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2021 Vol.34 Issue.3, Published 25 March 2021 Papers and Reports    Researches and Applications    Research on Reinforcement Learning        Research on Reinforcement Learning 191 Task Allocation Strategy of Spatial Crowdsourcing Based on Deep Reinforcement Learning NI Zhiwei, LIU Hao, ZHU Xuhui, ZHAO Yang, RAN Jiamin 2021 Vol. 34 (3): 191-205 [Abstract] ( 941 ) [HTML 1KB] [ PDF 2559KB] ( 577 ) 206 Sequence to Sequence Multi-agent Reinforcement Learning Algorithm SHI Tengfei, WANG Li, HUANG Zirong 2021 Vol. 34 (3): 206-213 [Abstract] ( 479 ) [HTML 1KB] [ PDF 718KB] ( 508 ) 214 Label-Free Network Pruning via Reinforcement Learning LIU Huidong, DU Fang, YU Zhenhua, SONG Lijuan 2021 Vol. 34 (3): 214-222 [Abstract] ( 402 ) [HTML 1KB] [ PDF 763KB] ( 342 ) 223 Emotion-Based Heterogeneous Multi-agent Reinforcement Learning with Sparse Reward FANG Baofu, MA Yunting, WANG Zaijun, WANG Hao 2021 Vol. 34 (3): 223-231 [Abstract] ( 495 ) [HTML 1KB] [ PDF 1685KB] ( 399 ) Papers and Reports 232 Structure-Preserving Super-Resolution Reconstruction Based on Multi-residual Network ZHANG Mingjin, PENG Xiaoqi, GUO Jie, LI Yunsong, WANG Nannan, GAO Xinbo 2021 Vol. 34 (3): 232-240 [Abstract] ( 464 ) [HTML 1KB] [ PDF 4174KB] ( 352 ) 241 Spatial Aware Collaborative Representation Based on Augmented Spatial Spectral Features Network LIU Shuang, ZHANG Yong 2021 Vol. 34 (3): 241-252 [Abstract] ( 268 ) [HTML 1KB] [ PDF 3244KB] ( 234 ) Researches and Applications 253 Edge Anti-Aliasing Oriented Adaptive Index Map Prediction of Screen Content SONG Chuanming, LIU Dingkun, SUN Shiqi, LIU Dan 2021 Vol. 34 (3): 253-266 [Abstract] ( 282 ) [HTML 1KB] [ PDF 1132KB] ( 183 ) 267 Knowledge Base Question Answering Method Incorporating Fact Text WANG Guangxiang, HE Shizhu, LIU Kang, YU Zhengtao, GAO Shengxiang, GUO Junjun 2021 Vol. 34 (3): 267-274 [Abstract] ( 314 ) [HTML 1KB] [ PDF 855KB] ( 279 ) 275 Calligraphic Chinese Characters Generation Based on Generative Adversarial Networks with Structural Constraint YU Shushi, ZHAO Jieyu, YE Xulun, TANG Chen, ZHENG Yang 2021 Vol. 34 (3): 275-285 [Abstract] ( 468 ) [HTML 1KB] [ PDF 2108KB] ( 386 )

Supervised by China Association for Science and Technology Sponsored by Chinese Association of Automation NationalResearchCenter for Intelligent Computing System Institute of Intelligent Machines, Chinese Academy of Sciences Published by Science Press

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