学者信息

Sequential action-induced invariant representation for reinforcement learning

Neural Networks,0893-6080,2024-11.
Liang, Dayang; Chen, Qihang; Liu, Yunlong
WOS:001288788300001 EI:20243216811361 10.1016/j.neunet.2024.106579
收录情况：SCIE、EI

Learning task-relevant representations via rewards and real actions for reinforcement learning

Knowledge-Based Systems,0950-7051,2024-06-21.
Yuan, Linghui; Lu, Xiaowei; Liu, Yunlong
WOS:001234394400001 EI:20241615924921 10.1016/j.knosys.2024.111788
收录情况：SCIE、EI

Learning Task-relevant Sequence Representations via Intrinsic Dynamics Characteristics in Reinforcement Learning

arXiv,,2024-05-30.
Liang, Dayang (1); Lai, Jinyang (1); Liu, Yunlong (1)
EI:20240240206 10.48550/arXiv.2405.19736
收录情况：EI

EPISODIC REINFORCEMENT LEARNING WITH EXPANDED STATE-REWARD SPACE

arXiv,,2024-01-19.
Liang, Dayang (1); Zhang, Yaru (1); Liu, Yunlong (1)
EI:20240048340 10.48550/arXiv.2401.10516
收录情况：EI

Episodic Reinforcement Learning with Expanded State-reward Space

Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS,1548-8403,2024.
Liang, Dayang (1); Zhang, Yaru (1); Liu, Yunlong (1)
EI:20242516292868
收录情况：EI

Balancing exploration and exploitation in episodic reinforcement learning

Expert Systems with Applications,0957-4174,2023-11-30.
Chen, Qihang; Zhang, Qiwei; Liu, Yunlong
WOS:001032419200001 EI:20232514282160 10.1016/j.eswa.2023.120801
收录情况：SCIE、EI

SEQUENTIAL ACTION-INDUCED INVARIANT REPRESENTATION FOR REINFORCEMENT LEARNING

arXiv,,2023-09-22.
Liang, Dayang (1); Chen, Qihang (1); Liu, Yunlong (1)
EI:20230346828 10.48550/arXiv.2309.12628
收录情况：EI

The treatment of sepsis: an episodic memory-assisted deep reinforcement learning approach

APPLIED INTELLIGENCE,0924-669X,2022-08.
Liang, Dayang; Deng, Huiyi; Liu, Yunlong
WOS:000847624900003 10.1007/s10489-022-04099-7
收录情况：SCIE

Learning and planning in partially observable environments without prior domain knowledge

International Journal of Approximate Reasoning,0888-613X,2022-03.
Liu, Yunlong; Zheng, Jianyang; Chang, Fangfang
WOS:000779180500003 EI:20215011320414 10.1016/j.ijar.2021.12.004
收录情况：SCIE、EI

Hard Negative Sample Mining for Contrastive Representation in Reinforcement Learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),0302-9743,2022.
Chen, Qihang; Liang, Dayang; Liu, Yunlong
WOS:000870701000022 EI:20222112138909 10.1007/978-3-031-05936-0_22
收录情况：EI、CPCI-S

Sequential Decision Making with "Sequential Information" in Deep Reinforcement Learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),0302-9743,2022.
Xu, Aimin; Yuan, Linghui; Liu, Yunlong
WOS:000899320200013 EI:20224813197170 10.1007/978-3-031-20868-3_13
收录情况：EI、CPCI-S

Gated multi-attention representation in reinforcement learning

Knowledge-Based Systems,0950-7051,2021-12-05.
Liang, Dayang; Chen, Qihang; Liu, Yunlong
WOS:000709922600015 EI:20214010987557 10.1016/j.knosys.2021.107535
收录情况：SCIE、EI

Deep Q-Network with Predictive State Models in Partially Observable Domains

Mathematical Problems in Engineering,1024-123X,2020.
Yu, Danning (1); Ni, Kun (1); Liu, Yunlong (1); Haajek, Petr (1)
EI:20203809198675 10.1155/2020/1596385
收录情况：EI

An improved relief feature selection algorithm based on Monte-Carlo tree search

Systems Science and Control Engineering,,2019-01-01.
Zheng, Jianyang (1); Zhu, Hexing (1); Chang, Fangfang (1); Liu, Yunlong (1)
EI:20193707426950 10.1080/21642583.2019.1661312
收录情况：EI

Attention-based deep Q-network in complex systems

Communications in Computer and Information Science,1865-0929,2019.
Ni, Kun (1); Yu, Danning (1); Liu, Yunlong (1)
EI:20203409066450 10.1007/978-3-030-36808-1_35
收录情况：EI

Basis selection in spectral learning of predictive state representations

Neurocomputing,0925-2312,2018.
Huang, Chunqing (1); An, Yisheng (2); Zhou, Sun (1); Hong, Zhezheng (3); Liu, Yunlong (1)
WOS:000437299800016 EI:20182105235249 10.1016/j.neucom.2018.04.079
收录情况：SCIE、EI

Bayesian hybrid state estimation for unequal-length batch processes with incomplete observations

International Journal of Control, Automation and Systems,1598-6446,2017-10-07.
Ji, Guoli(1); Wang, Yaozong(2); Zhao, Shunyi(3); Liu, Yunlong(1); Zhang, Kangkang(4); Yao, Bin(5); ...
WOS:000417737300003 EI:20174104258293 10.1007/s12555-015-0444-x
收录情况：SCIE、EI

MV-PID controller for linear systems subject to input constraint

Chinese Control Conference, CCC,1934-1768,2017-09-07.
Weiqiang, Ji(1); Chunqing, Huang(1); Yunlong, Liu(1)
EI:20174404320612 10.23919/ChiCC.2017.8028398
收录情况：EI

Making and improving predictions of interest using an MDP model

Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS,1548-8403,2017.
Liu, Yunlong(1); Zeng, Yifeng(1,2); Zhu, Hexing(1); Tang, Yun(1)
EI:20181905151434
收录情况：EI

Synchronized Bayesian state estimation in batch processes using a two-dimensional particle filter

Chemical Engineering Research and Design,0263-8762,2017.
Zhou, Sun(1); Wang, Yaozong(2); Liu, Yunlong(1); Ji, Guoli(1)
WOS:000411846800002 EI:20172903949887 10.1016/j.cherd.2017.06.033
收录情况：SCIE、EI

Learning predictive state representations via monte-carlo tree search

IJCAI International Joint Conference on Artificial Intelligence,1045-0823,2016.
Liu, Yunlong(1); Zhu, Hexing(2); Zeng, Yifeng(1,2); Dai, Zongxiong(1)
EI:20165103147122
收录情况：EI

Predictive state representations with state space partitioning

Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS,1548-8403,2015.
Liu, Yunlong(1); Tang, Yun(1); Zeng, Yifeng(1,2)
EI:20154301430705
收录情况：EI

Solving partially observable problems with inaccurate PSR models

Information Sciences,0020-0255,2014-11-01.
Liu, Yunlong(1); Yang, Zijiang(2); Ji, Guoli(1)
WOS:000341548200010 EI:20143418093068 10.1016/j.ins.2014.06.034
收录情况：SCIE、EI

Recent Advances in Mathematical Modeling and Simulation of DNA Replication Process

CURRENT BIOINFORMATICS,1574-8936,2013.
Ji, Guoli; Zeng, Yong; Guan, Jinting; Li, Qingshun Q.; Ye, Congting; Liu, Yunlong
WOS:000325754000011
收录情况：SCIE

Design and implementation of robot soccer communication protocol based on ant colony algorithm

Advanced Materials Research,1022-6680,2013.
Liu, Yunlong(1); Chen, Zhenzhen(1)
WOS:000318958001035 EI:20130115865476 10.4028/www.scientific.net/AMR.605-607.1913
收录情况：EI、CPCI-S

Recent advances in mathematical modeling and simulation of DNA replication process

Current Bioinformatics,1574-8936,2013.
Ji, Guoli (1); Zeng, Yong (1); Guan, Jinting (1); Li, Qingshun Q. (2, 3); Ye, Congting (1); Liu, Yu...
EI:20242116147865 10.2174/15748936113088880005
收录情况：EI

PD plus error-dependent integral nonlinear controllers for robot manipulators with an uncertain Jacobian matrix

ISA Transactions,0019-0578,2012-11.
Huang, C.Q. (1); Xie, L.F. (1); Liu, Y.L. (1)
WOS:000309247000014 EI:20123915460247 10.1016/j.isatra.2012.06.003
收录情况：SCIE、EI

CMAC-based Sarsa(位) learning algorithm for RoboCup-soccer goalkeeper

Beijing Gongye Daxue Xuebao/Journal of Beijing University of Technology,0254-0037,2012-09.
Liu, Yun-Long (1); Ji, Guo-Li (1)
EI:20124315599240
收录情况：EI

An algorithm for resetting PSR models

Jisuanji Xuebao/Chinese Journal of Computers,0254-4164,2012-05.
Liu, Yun-Long (1); Ji, Guo-Li (1)
EI:20122815240384 10.3724/SP.J.1016.2012.01046
收录情况：EI

Using learned PSR model for planning under uncertainty

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),0302-9743,2010.
Liu, Yunlong(1); Ji, Guoli(1); Yang, Zijiang(2)
WOS:000281548500032 EI:20102513025768 10.1007/978-3-642-13059-5_35
收录情况：EI、CPCI-S、CPCI-SSH

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