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2020 – today
- 2024
[j53]Huifan Gao, Yifeng Zeng
, Biyang Ma, Yinghui Pan:
Improving Knowledge Learning Through Modelling Students' Practice-Based Cognitive Processes. Cogn. Comput. 16(1): 348-365 (2024)- [j52]Peihua Chai, Bilian Chen, Yifeng Zeng, Shenbao Yu:
A substructure transfer reinforcement learning method based on metric learning. Neurocomputing 598: 128071 (2024) - [j51]Yifan Zuo, Wenhao Yao, Yifeng Zeng, Jiacheng Xie, Yuming Fang, Yan Huang, Wenhui Jiang:
CFNet: Conditional filter learning with dynamic noise estimation for real image denoising. Knowl. Based Syst. 284: 111320 (2024) - [j50]Yanyu Liu, Yifeng Zeng, Biyang Ma, Yinghui Pan, Huifan Gao, Yuting Zhang:
Improved Demonstration-Knowledge Utilization in Reinforcement Learning. IEEE Trans. Artif. Intell. 5(5): 2139-2150 (2024) - [j49]Yifan Zuo, Yaping Xu, Yifeng Zeng, Yuming Fang, Xiaoshui Huang, Jiebin Yan:
A2 GSTran: Depth Map Super-Resolution via Asymmetric Attention With Guidance Selection. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4668-4681 (2024) - [j48]Yaqing Hou, Mingyang Sun, Yifeng Zeng, Yew-Soon Ong, Yaochu Jin, Hongwei Ge, Qiang Zhang:
A Multiagent Cooperative Learning System With Evolution of Social Roles. IEEE Trans. Evol. Comput. 28(2): 531-543 (2024) - [j47]Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou, Zhi Zhang:
Budgeted Sequence Submodular Maximization With Uniform and Non-Uniform Costs. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 503-518 (2024) - [j46]Shenbao Yu, Yifeng Zeng, Yinghui Pan, Fan Yang:
SNMCF: A Scalable Non-Negative Matrix Co-Factorization for Student Cognitive Modeling. IEEE Trans. Knowl. Data Eng. 36(7): 3486-3500 (2024) - [c83]Shenbao Yu, Yifeng Zeng, Fan Yang, Yinghui Pan:
Causal-Driven Skill Prerequisite Structure Discovery. AAAI 2024: 20604-20612 - [i9]Huifan Gao, Yifeng Zeng, Yinghui Pan:
Inducing Individual Students' Learning Strategies through Homomorphic POMDPs. CoRR abs/2403.10930 (2024) - [i8]Yinghui Pan, Biyang Ma, Hanyi Zhang, Yifeng Zeng:
Variational Auto-encoder Based Solutions to Interactive Dynamic Influence Diagrams. CoRR abs/2409.19965 (2024) - 2023
- [j45]Shenbao Yu, Yifeng Zeng, Yinghui Pan, Bilian Chen:
Discovering a cohesive football team through players' attributed collaboration networks. Appl. Intell. 53(11): 13506-13526 (2023) - [j44]Peihua Chai, Langcai Cao, Ridong Xu, Yifeng Zeng:
A parametric segmented multifactorial evolutionary algorithm based on a three-phase analysis. Appl. Intell. 53(21): 25605-25625 (2023) - [j43]Zhang Zhang, Yifeng Zeng, Wenhui Jiang, Yinghui Pan, Jing Tang:
Intention recognition for multiple agents. Inf. Sci. 628: 360-376 (2023) - [j42]Yinghui Pan, Biyang Ma, Yifeng Zeng, Jing Tang, Buxin Zeng, Zhong Ming:
An Evolutionary Framework for Modelling Unknown Behaviours of Other Agents. IEEE Trans. Emerg. Top. Comput. Intell. 7(4): 1276-1289 (2023) - [j41]Yinghui Pan, Qiang Ran, Yifeng Zeng, Biyang Ma, Jing Tang, Langcai Cao:
Symmetric Bayesian Personalized Ranking With Softmax Weight. IEEE Trans. Syst. Man Cybern. Syst. 53(7): 4314-4323 (2023) - [j40]Xiao Yao, Jia Zhang, Ruixuan Chen, Dan Zhang, Yifeng Zeng:
Weakly supervised graph learning for action recognition in untrimmed video. Vis. Comput. 39(11): 5469-5483 (2023) - [c82]Mingyang Sun, Yaqing Hou, Jie Kang, Haiyin Piao, Yifeng Zeng, Hongwei Ge, Qiang Zhang:
Improving Cooperative Multi-Agent Exploration via Surprise Minimization and Social Influence Maximization. AAMAS 2023: 2607-2609 - [c81]Yanyu Liu, Yifeng Zeng, Biyang Ma, Yinghui Pan, Huifan Gao, Xiaohan Huang:
Improvement and Evaluation of the Policy Legibility in Reinforcement Learning. AAMAS 2023: 3044-3046 - 2022
- [j39]Biyang Ma, Bilian Chen, Yifeng Zeng, Jing Tang, Langcai Cao:
Tensor decomposition for multi-agent predictive state representation. Expert Syst. Appl. 189: 115969 (2022) - [j38]Yinghui Pan, Hanyi Zhang, Yifeng Zeng, Biyang Ma, Jing Tang, Zhong Ming:
Diversifying agent's behaviors in interactive decision models. Int. J. Intell. Syst. 37(12): 12035-12056 (2022) - [j37]Yinghui Pan, Biyang Ma, Jing Tang, Yifeng Zeng:
Behavioral model summarisation for other agents under uncertainty. Inf. Sci. 582: 495-508 (2022) - [j36]Yifeng Zeng, Qiang Ran, Biyang Ma, Yinghui Pan:
Modelling other agents through evolutionary behaviours. Memetic Comput. 14(1): 19-30 (2022) - [j35]Xiao Yao, Fang Li, Yifeng Zeng:
Relational structure predictive neural architecture search for multimodal fusion. Soft Comput. 26(6): 2807-2818 (2022) - [j34]Yaqing Hou, Mingyang Sun, Wenxuan Zhu, Yifeng Zeng, Haiyin Piao, Xuefeng Chen, Qiang Zhang:
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems. IEEE Trans. Emerg. Top. Comput. Intell. 6(5): 1125-1136 (2022) - [j33]Xiaochang Lin, Jiewen Guan, Bilian Chen, Yifeng Zeng:
Unsupervised Feature Selection via Orthogonal Basis Clustering and Local Structure Preserving. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6881-6892 (2022) - [c80]Biyang Ma, Yinghui Pan, Yifeng Zeng, Zhong Ming:
Ev-IDID: Enhancing Solutions to Interactive Dynamic Influence Diagrams through Evolutionary Algorithms. AAMAS 2022: 1911-1913 - [c79]Yinghui Pan, Junhan Chen, Yifeng Zeng, Zhangrui Yao, Qianwen Li, Biyang Ma, Yi Ji, Zhong Ming:
LBfT: Learning Bayesian Network Structures from Text in Autonomous Typhoon Response Systems. AAMAS 2022: 1914-1916 - [c78]Xuefeng Chen, Xin Cao, Yifeng Zeng, Yixiang Fang, Sibo Wang, Xuemin Lin, Liang Feng:
Constrained Path Search with Submodular Function Maximization. ICDE 2022: 325-337 - [c77]Zhangrui Yao, Junhan Chen, Yinghui Pan, Yifeng Zeng, Biyang Ma, Zhong Ming:
Learning a Typhoon Bayesian Network Structure from Natural Language Reports. IFIP TC12 ICIS 2022: 174-182 - [c76]Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou:
Budgeted Sequence Submodular Maximization. IJCAI 2022: 4733-4739 - [c75]Yuman Sang, Yifeng Zeng, Ruiying Liu, Fan Yang, Zhangrui Yao, Yinghui Pan:
Exploiting Spatial Attention and Contextual Information for Document Image Segmentation. PAKDD (3) 2022: 261-274 - [c74]Ruixuan Chen, Xiao Yao, Yifeng Zeng:
Object Detection Model Based on Dual Visual Pathway. WCSP 2022: 1-5 - [i7]Yinghui Pan, Hanyi Zhang, Yifeng Zeng, Biyang Ma, Jing Tang, Zhong Ming:
Diversifying Agent's Behaviors in Interactive Decision Models. CoRR abs/2203.03068 (2022) - 2021
- [j32]Yaqing Hou, Xiangchao Yu, Yifeng Zeng, Ziqi Wei, Haijun Zhang, Hongwei Ge, Qiang Zhang:
Advances in Memetic Automaton: Toward Human-Like Autonomous Agents in Complex Multi-Agent Learning Problems. IEEE Comput. Intell. Mag. 16(4): 54-69 (2021) - [j31]Yongfeng Huo, Bilian Chen, Jing Tang, Yifeng Zeng:
Privacy-preserving point-of-interest recommendation based on geographical and social influence. Inf. Sci. 543: 202-218 (2021) - [j30]Yinghui Pan, Yongfeng Huo, Jing Tang, Yifeng Zeng, Bilian Chen:
Exploiting relational tag expansion for dynamic user profile in a tag-aware ranking recommender system. Inf. Sci. 545: 448-464 (2021) - [j29]Yinghui Pan, Jing Tang, Biyang Ma, Yifeng Zeng, Zhong Ming:
Toward data-driven solutions to interactive dynamic influence diagrams. Knowl. Inf. Syst. 63(9): 2431-2453 (2021) - [j28]Biyang Ma, Jing Tang, Bilian Chen, Yinghui Pan, Yifeng Zeng:
Tensor optimization with group lasso for multi-agent predictive state representation. Knowl. Based Syst. 221: 106893 (2021) - [j27]Teng Fu, Guido Zampieri, David Hodgson, Claudio Angione, Yifeng Zeng:
Modeling Customer Experience in a Contact Center through Process Log Mining. ACM Trans. Intell. Syst. Technol. 12(4): 48:1-48:21 (2021) - [j26]Yaqing Hou, Yew-Soon Ong, Jing Tang, Yifeng Zeng:
Evolutionary Multiagent Transfer Learning With Model-Based Opponent Behavior Prediction. IEEE Trans. Syst. Man Cybern. Syst. 51(10): 5962-5976 (2021) - [c73]Yifeng Zeng, Zhangrui Yao, Yinghui Pan, Wanqing Chen, Junxin Zhou, Junhan Chen, Biyang Ma, Zhong Ming:
ATPT: Automate Typhoon Contingency Plan Generation from Text. AAMAS 2021: 1788-1790 - [c72]Jianwei Chen, Yongxuan Lai, Yifeng Zeng, Fan Yang:
Knowledge Distillation via Entropy Map for Scene Text Detection. ICCSE 2021: 506-511 - [c71]Xiaoshan Jiang, Kaibiao Lin, Yifeng Zeng, Fan Yang:
Medical Insurance Medication Anomaly Detection based on Isolated Forest Proximity Matrix*. ICCSE 2021: 512-517 - [c70]Ruiying Liu, Shenbao Yu, Fan Yang, Yinghui Pan, Yifeng Zeng:
A Connected Components Based Layout Analysis Approach for Educational Documents. ICCSE 2021: 875-880 - [c69]Qiulei Zheng, Huifan Gao, Fan Yang, Yinghui Pan, Yifeng Zeng:
A Comparative Study of Different Information Entropy Index in Personalized Exercise Recommendation. ICCSE 2021: 1030-1034 - [c68]Marco Biemann, Xiufeng Liu, Yifeng Zeng, Lizhen Huang:
Addressing partial observability in reinforcement learning for energy management. BuildSys@SenSys 2021: 324-328 - [i6]Zhang Zhang, Yifeng Zeng, Yinghui Chen:
Intention Recognition for Multiple Agents. CoRR abs/2112.02513 (2021) - 2020
- [j25]Lin Wang, Yifeng Zeng, Bilian Chen, Yinghui Pan, Langcai Cao:
Team Recommendation Using Order-Based Fuzzy Integral and NSGA-II in StarCraft. IEEE Access 8: 59559-59570 (2020) - [j24]Yongfeng Huo, Jing Tang, Yinghui Pan, Yifeng Zeng, Langcai Cao:
Learning a Planning Domain Model From Natural Language Process Manuals. IEEE Access 8: 143219-143232 (2020) - [j23]Yichuan Jiang, Tun Lu, Donghui Lin, Yifeng Zeng, Ting Zhu:
Guest Editorial: Special Issue on Collaborative Computing and Crowd Intelligence. Int. J. Cooperative Inf. Syst. 29(01n02): 2002001:1-2002001:3 (2020) - [j22]Zainab Alalawi, Yifeng Zeng, The Anh Han:
Toward Understanding the Interplay between Public and Private Healthcare Providers and Patients: An Agent-based Simulation Approach. EAI Endorsed Trans. Ind. Networks Intell. Syst. 7(24): e4 (2020) - [j21]Jinrong Zhu, Bilian Chen, Yifeng Zeng:
Community detection based on modularity and k-plexes. Inf. Sci. 513: 127-142 (2020) - [c67]Huifan Gao, Yinghui Pan, Jing Tang, Yifeng Zeng, Peihua Chai, Langcai Cao:
Value Function Dynamic Estimation in Reinforcement Learning based on Data Adequacy. HPCCT/BDAI 2020: 204-208 - [c66]Chao Huang, Xin Chen, Enyi Tang, Mengda He, Lei Bu, Shengchao Qin, Yifeng Zeng:
Navigating Discrete Difference Equation Governed WMR by Virtual Linear Leader Guided HMPC. ICRA 2020: 151-157 - [c65]Xuefeng Chen, Xin Cao, Yifeng Zeng, Yixiang Fang, Bin Yao:
Optimal Region Search with Submodular Maximization. IJCAI 2020: 1216-1222 - [i5]Bilian Chen, Biyang Ma, Yifeng Zeng, Langcai Cao, Jing Tang:
Tensor Decomposition for Multi-agent Predictive State Representation. CoRR abs/2005.13706 (2020)
2010 – 2019
- 2019
- [j20]Yifeng Zeng, Gaoyang Shen, Bilian Chen, Jing Tang:
Team Composition in PES2018 Using Submodular Function Optimization. IEEE Access 7: 76194-76202 (2019) - [j19]Bilian Chen, Ting Sun, Zhehao Zhou, Yifeng Zeng, Langcai Cao:
Nonnegative Tensor Completion via Low-Rank Tucker Decomposition: Model and Algorithm. IEEE Access 7: 95903-95914 (2019) - [c64]Yang Liu, Yifeng Zeng, Yingke Chen, Jing Tang, Yinghui Pan:
Self-Improving Generative Adversarial Reinforcement Learning. AAMAS 2019: 52-60 - [c63]Fan Yang, Zhongping Yu, Yunfan Liang, Xiaolu Gan, Kaibiao Lin, Quan Zou, Yifeng Zeng:
Grouped Correlational Generative Adversarial Networks for Discrete Electronic Health Records. BIBM 2019: 906-913 - [c62]Xin Liu, Xiao Liu, Yongxuan Lai, Fan Yang, Yifeng Zeng:
Random Decision DAG: An Entropy Based Compression Approach for Random Forest. DASFAA (3) 2019: 319-323 - [c61]Zainab Alalawi, The Anh Han, Yifeng Zeng, Aiman Elragig:
Pathways to Good Healthcare Services and Patient Satisfaction: An Evolutionary Game Theoretical Approach. ALIFE 2019: 135-142 - [i4]Zainab Alalawi, The Anh Han, Yifeng Zeng, Aiman Elragig:
Pathways to Good Healthcare Services and Patient Satisfaction: An Evolutionary Game Theoretical Approach. CoRR abs/1907.07132 (2019) - [i3]Zainab Alalawi, Yifeng Zeng, The Anh Han, Aiman Elragig:
Modelling Cooperation in a Dynamic Healthcare System. CoRR abs/1909.03070 (2019) - 2017
- [j18]Muthukumaran Chandrasekaran, Prashant Doshi, Yifeng Zeng, Yingke Chen:
Can bounded and self-interested agents be teammates? Application to planning in ad hoc teams. Auton. Agents Multi Agent Syst. 31(4): 821-860 (2017) - [j17]Bilian Chen, Shenbao Yu, Jing Tang, Mengda He, Yifeng Zeng:
Using function approximation for personalized point-of-interest recommendation. Expert Syst. Appl. 79: 225-235 (2017) - [j16]Martin Giese, Jerry Gao, Yifeng Zeng:
IEEE BigDataService 2016 conference. Int. J. Data Sci. Anal. 4(4): 235-236 (2017) - [j15]Yifeng Zeng, Biyang Ma, Bilian Chen, Jing Tang, Mengda He:
Group sparse optimization for learning predictive state representations. Inf. Sci. 412: 1-13 (2017) - [j14]Yifeng Zeng, Xuefeng Chen, Yew-Soon Ong, Jing Tang, Yanping Xiang:
Structured Memetic Automation for Online Human-Like Social Behavior Learning. IEEE Trans. Evol. Comput. 21(1): 102-115 (2017) - [c60]Mingyu Xiao, Weibo Lin, Yuanshun Dai, Yifeng Zeng:
A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis. AAAI 2017: 919-925 - [c59]Yunlong Liu, Yifeng Zeng, Hexing Zhu, Yun Tang:
Making and Improving Predictions of Interest Using an MDP Model. AAMAS 2017: 1610-1612 - [c58]Kamlesh Mistry, Li Zhang, Yifeng Zeng, Mengda He:
Firefly-based Facial Expression Recognition: Extended Abstract. AAMAS 2017: 1643-1645 - [c57]Yifeng Zeng, Zhang Zhang, The Anh Han, Iain R. Spears, Shengchao Qin:
Using Intention Recognition in a Simulation Platform to Assess Physical Activity Levels of an Office Building. AAMAS 2017: 1817-1819 - [c56]Kamlesh Mistry, Li Zhang, Graham Sexton, Yifeng Zeng, Mengda He:
Facial expression recongition using firefly-based feature optimization. CEC 2017: 1652-1658 - [c55]Chao Huang, Xin Chen, Yifan Zhang, Shengchao Qin, Yifeng Zeng, Xuandong Li:
Switched Linear Multi-Robot Navigation Using Hierarchical Model Predictive Control. IJCAI 2017: 4331-4337 - [c54]Muthukumaran Chandrasekaran, Junhuan Zhang, Prashant Doshi, Yifeng Zeng:
Robust Model Equivalence using Stochastic Bisimulation for N-Agent Interactive DIDs. UAI 2017 - 2016
- [j13]Le Tian, Jian Luo, Yifeng Zeng, He Wu:
Modeling and Algorithms for Multiagent Communication through Interactive Dynamic Influence Diagrams. Appl. Artif. Intell. 30(4): 352-377 (2016) - [j12]Yifeng Zeng, Xuefeng Chen, Gao Cong, Shengchao Qin, Jing Tang, Yanping Xiang:
Maximizing influence under influence loss constraint in social networks. Expert Syst. Appl. 55: 255-267 (2016) - [j11]Yifeng Zeng, Prashant Doshi, Yingke Chen, Yinghui Pan, Hua Mao, Muthukumaran Chandrasekaran:
Approximating behavioral equivalence for scaling solutions of I-DIDs. Knowl. Inf. Syst. 49(2): 511-552 (2016) - [c53]Yaqing Hou, Yifeng Zeng, Yew-Soon Ong:
A Memetic Multi-Agent Demonstration Learning Approach with Behavior Prediction. AAMAS 2016: 539-547 - [c52]Ross Conroy, Yifeng Zeng, Marc Cavazza, Jing Tang, Yinghui Pan:
A Value Equivalence Approach for Solving Interactive Dynamic Influence Diagrams. AAMAS 2016: 1162-1170 - [c51]Ross Conroy, Yifeng Zeng, Jing Tang:
Approximating Value Equivalence in Interactive Dynamic Influence Diagrams Using Behavioral Coverage. IJCAI 2016: 201-207 - [c50]Chao Huang, Xin Chen, Yifan Zhang, Shengchao Qin, Yifeng Zeng, Xuandong Li:
Hierarchical Model Predictive Control for Multi-Robot Navigation. IJCAI 2016: 3140-3146 - [c49]Yunlong Liu, Hexing Zhu, Yifeng Zeng, Zongxiong Dai:
Learning Predictive State Representations via Monte-Carlo Tree Search. IJCAI 2016: 3192-3198 - 2015
- [j10]Yinghui Pan, Yifeng Zeng, Yanping Xiang, Le Sun, Xuefeng Chen:
Time-critical interactive dynamic influence diagram. Int. J. Approx. Reason. 57: 44-63 (2015) - [j9]Guoquan Liu, Yifeng Zeng, Dong Li, Yingke Chen:
Schedule length and reliability-oriented multi-objective scheduling for distributed computing. Soft Comput. 19(6): 1727-1737 (2015) - [c48]Xuefeng Chen, Yifeng Zeng, Gao Cong, Shengchao Qin, Yanping Xiang, Yuanshun Dai:
On Information Coverage for Location Category Based Point-of-Interest Recommendation. AAAI 2015: 37-43 - [c47]Yingke Chen, Prashant Doshi, Yifeng Zeng:
Iterative Online Planning in Multiagent Settings with Limited Model Spaces and PAC Guarantees. AAMAS 2015: 1161-1169 - [c46]Yunlong Liu, Yun Tang, Yifeng Zeng:
Predictive State Representations with State Space Partitioning. AAMAS 2015: 1259-1266 - [c45]Ross Conroy, Yifeng Zeng, Marc Cavazza, Yingke Chen:
Learning Behaviors in Agents Systems with Interactive Dynamic Influence Diagrams. IJCAI 2015: 39-45 - [c44]Shanshan Feng, Xutao Li, Yifeng Zeng, Gao Cong, Yeow Meng Chee, Quan Yuan:
Personalized Ranking Metric Embedding for Next New POI Recommendation. IJCAI 2015: 2069-2075 - [c43]Yifeng Zeng, Xuefeng Chen, Xin Cao, Shengchao Qin, Marc Cavazza, Yanping Xiang:
Optimal Route Search with the Coverage of Users' Preferences. IJCAI 2015: 2118-2124 - [c42]Yinghui Pan, Yingke Chen, Jing Tang, Yifeng Zeng:
Interactive Dynamic Influence Diagrams for Relational Agents. WI-IAT (3) 2015: 233-234 - [e3]Longbing Cao, Yifeng Zeng, Bo An, Andreas L. Symeonidis, Vladimir Gorodetsky, Frans Coenen, Philip S. Yu:
Agents and Data Mining Interaction - 10th International Workshop, ADMI 2014, Paris, France, May 5-9, 2014, Revised Selected Papers. Lecture Notes in Computer Science 9145, Springer 2015, ISBN 978-3-319-20229-7 [contents] - 2014
- [j8]Bo Liu, Gao Cong, Yifeng Zeng, Dong Xu, Yeow Meng Chee:
Influence Spreading Path and Its Application to the Time Constrained Social Influence Maximization Problem and Beyond. IEEE Trans. Knowl. Data Eng. 26(8): 1904-1917 (2014) - [c41]Shanshan Feng, Xuefeng Chen, Gao Cong, Yifeng Zeng, Yeow Meng Chee, Yanping Xiang:
Influence Maximization with Novelty Decay in Social Networks. AAAI 2014: 37-43 - [c40]Yinghui Pan, Yifeng Zeng, Hua Mao:
Learning Agents' Relations in Interactive Multiagent Dynamic Influence Diagrams. ADMI 2014: 1-11 - [c39]Wenyun Wu, Biyang Ma, Shaoxin Zhang, Yifeng Zeng, Hua Mao:
Diversifying the Storytelling Using Bayesian Networks. ADMI 2014: 104-113 - [c38]Muthukumaran Chandrasekaran, Prashant Doshi, Yifeng Zeng, Yingke Chen:
Team behavior in interactive dynamic influence diagrams with applications to ad hoc teams. AAMAS 2014: 1559-1560 - [e2]Longbing Cao, Yifeng Zeng, Andreas L. Symeonidis, Vladimir Gorodetsky, Jörg P. Müller, Philip S. Yu:
Agents and Data Mining Interaction - 9th International Workshop, ADMI 2013, Saint Paul, MN, USA, May 6-7, 2013, Revised Selected Papers. Lecture Notes in Computer Science 8316, Springer 2014, ISBN 978-3-642-55191-8 [contents] - [i2]Yifeng Zeng, Prashant Doshi:
Exploiting Model Equivalences for Solving Interactive Dynamic Influence Diagrams. CoRR abs/1401.4600 (2014) - [i1]Muthukumaran Chandrasekaran, Prashant Doshi, Yifeng Zeng, Yingke Chen:
Team Behavior in Interactive Dynamic Influence Diagrams with Applications to Ad Hoc Teams. CoRR abs/1409.0302 (2014) - 2013
- [c37]Paul van Schaik, Yifeng Zeng, Iain R. Spears:
Using Dynamic Bayesian Networks to Model User-Experience. ADMI 2013: 3-13 - [c36]Nicolaj Søndberg-Jeppesen, Finn Verner Jensen, Yifeng Zeng:
Opponent modeling in a PGM framework. AAMAS 2013: 1149-1150 - [c35]Xuefeng Chen, Yifeng Zeng, Yew-Soon Ong, Choon Sing Ho, Yanping Xiang:
A study on like-attracts-like versus elitist selection criterion for human-like social behavior of memetic mulitagent systems. IEEE Congress on Evolutionary Computation 2013: 1635-1642 - [e1]Longbing Cao, Yifeng Zeng, Andreas L. Symeonidis, Vladimir Gorodetsky, Philip S. Yu, Munindar P. Singh:
Agents and Data Mining Interaction - 8th International Workshop, ADMI 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers. Lecture Notes in Computer Science 7607, Springer 2013, ISBN 978-3-642-36287-3 [contents] - 2012
- [j7]Yifeng Zeng, Prashant Doshi:
Exploiting Model Equivalences for Solving Interactive Dynamic Influence Diagrams. J. Artif. Intell. Res. 43: 211-255 (2012) - [c34]Yifeng Zeng, Hua Mao, Yinghui Pan, Jian Luo:
Improved use of partial policies for identifying behavioral equivalence. AAMAS 2012: 1015-1022 - [c33]Yifeng Zeng, Hua Mao, Fan Yang, Jian Luo:
An Optimization Approach to Believable Behavior in Computer Games. ADMI 2012: 81-92 - [c32]Yifeng Zeng, Hua Mao, Prashant Doshi, Yinghui Pan, Jian Luo:
Learning Communication in Interactive Dynamic Influence Diagrams. IAT 2012: 243-250 - [c31]Bo Liu, Gao Cong, Dong Xu, Yifeng Zeng:
Time Constrained Influence Maximization in Social Networks. ICDM 2012: 439-448 - 2011
- [c30]Yifeng Zeng, Prashant Doshi, Yinghui Pan, Hua Mao, Muthukumaran Chandrasekaran, Jian Luo:
Utilizing Partial Policies for Identifying Equivalence of Behavioral Models. AAAI 2011: 1083-1088 - [c29]Dion Christensen, Henrik Ossipoff Hansen, Jorge Cordero Hernandez, Lasse Juul-Jensen, Kasper Kastaniegaard, Yifeng Zeng:
A Data-Driven Approach for Resource Gathering in Real-Time Strategy Games. ADMI 2011: 304-315 - [c28]Yifeng Zeng, Yingke Chen, Prashant Doshi:
Approximating behavioral equivalence of models using top-k policy paths. AAMAS 2011: 1229-1230 - [c27]Yifeng Zeng, Yingke Chen, Prashant Doshi:
Approximating Model Equivalence in Interactive Dynamic Influence Diagrams Using Top K Policy Paths. IAT 2011: 208-211 - [c26]Yifeng Zeng, Xian He, Yanping Xiang, Hua Mao:
Dynamic Ordering-Based Search Algorithm for Markov Blanket Discovery. PAKDD (2) 2011: 420-431 - 2010
- [j6]Yifeng Zeng, Prashant Doshi:
Model identification in interactive influence diagrams using mutual information. Web Intell. Agent Syst. 8(3): 313-327 (2010) - [c25]Martin Midtgaard, Lars Vinther, Jeppe R. Christiansen, Allan M. Christensen, Yifeng Zeng:
Time-Based Reward Shaping in Real-Time Strategy Games. ADMI 2010: 115-125 - [c24]Yifeng Zeng, Yanping Xiang:
Time-Critical Decision Making in Interactive Dynamic Influence Diagram. IAT 2010: 149-156 - [c23]Prashant Doshi, Muthukumaran Chandrasekaran, Yifeng Zeng:
Epsilon-Subjective Equivalence of Models for Interactive Dynamic Influence Diagrams. IAT 2010: 165-172 - [c22]Muthukumaran Chandrasekaran, Prashant Doshi, Yifeng Zeng:
Approximate solutions of interactive dynamic influence diagrams using ε-behavioral equivalence. ISAIM 2010 - [c21]Le Sun, Yifeng Zeng, Yanping Xiang:
An Influence Diagram Approach for Multiagent Time-Critical Dynamic Decision Modeling. PRICAI 2010: 674-680
2000 – 2009
- 2009
- [j5]Yifeng Zeng, Kim-Leng Poh:
Multi-Agent Graphical Decision Models in Medicine. Appl. Artif. Intell. 23(1): 103-122 (2009) - [j4]Kresten Toftgaard Andersen, Yifeng Zeng, Dennis Dahl Christensen, Dung Tran:
Experiments with Online Reinforcement Learning in Real-Time Strategy Games. Appl. Artif. Intell. 23(9): 855-871 (2009) - [j3]Prashant Doshi, Yifeng Zeng, Qiongyu Chen:
Graphical models for interactive POMDPs: representations and solutions. Auton. Agents Multi Agent Syst. 18(3): 376-416 (2009) - [j2]Yifeng Zeng, Yanping Xiang, Saulius Pacekajus:
Refinement of Bayesian network structures upon new data. Int. J. Granul. Comput. Rough Sets Intell. Syst. 1(2): 203-220 (2009) - [c20]Jakob R. Olesen, Jorge Cordero Hernandez, Yifeng Zeng:
Auto-Clustering Using Particle Swarm Optimization and Bacterial Foraging. ADMI 2009: 69-83 - [c19]Prashant Doshi, Yifeng Zeng:
Improved approximation of interactive dynamic influence diagrams using discriminative model updates. AAMAS (2) 2009: 907-914 - [c18]Yifeng Zeng, Jian Luo, Shuyuan Lin:
Classification using Markov blanket for feature selection. GrC 2009: 743-747 - [c17]Kresten Toftgaard Andersen, Yifeng Zeng, Dennis Dahl Christensen, Dung Tran:
Tank War Using Online Reinforcement Learning. IAT 2009: 497-500 - [c16]Yifeng Zeng, Yanping Xiang, Jorge Cordero Hernandez, Yujian Lin:
Learning Local Components to Understand Large Bayesian Networks. ICDM 2009: 1076-1081 - [c15]Yifeng Zeng, Prashant Doshi:
Speeding Up Exact Solutions of Interactive Dynamic Influence Diagrams Using Action Equivalence. IJCAI 2009: 1996-2001 - [c14]Yifeng Zeng, Jorge Cordero Hernandez, Shuyuan Lin:
Spanning Tree Based Attribute Clustering. PAKDD 2009: 681-688 - 2008
- [j1]Yifeng Zeng, Kim-Leng Poh:
Symbolic verification of multiagent graphical decision models. Int. J. Intell. Syst. 23(11): 1177-1195 (2008) - [c13]Yifeng Zeng, Yanping Xiang, Saulius Pacekajus:
Refinement of Bayesian Network Structures upon New Data. GrC 2008: 772-777 - [c12]Yifeng Zeng, Prashant Doshi:
An Information-Theoretic Approach to Model Identification in Interactive Influence Diagrams. IAT 2008: 224-230 - [c11]Yanping Xiang, Yifeng Zeng, William Zhu, Kim-Leng Poh:
An intelligent design system for military situation assessment. ISKE 2008: 158-163 - [c10]Yifeng Zeng, Jorge Cordero Hernandez:
A Decomposition Algorithm for Learning Bayesian Network Structures from Data. PAKDD 2008: 441-453 - 2007
- [c9]Yifeng Zeng, Prashant Doshi, Qiongyu Chen:
Approximate Solutions of Interactive Dynamic Influence Diagrams Using Model Clustering. AAAI 2007: 782-787 - [c8]Prashant Doshi, Yifeng Zeng, Qiongyu Chen:
Graphical Models for Online Solutions to Interactive POMDPs. AAAI Spring Symposium: Game Theoretic and Decision Theoretic Agents 2007: 8-16 - [c7]Yifeng Zeng, Dennis Plougman Buus, Jorge Cordero Hernandez:
Multiagent based construction for human-like architecture. AAMAS 2007: 63 - [c6]Prashant Doshi, Yifeng Zeng, Qiongyu Chen:
Graphical models for online solutions to interactive POMDPs. AAMAS 2007: 217 - [c5]Yifeng Zeng, Jorge Cordero Hernandez, Dennis Plougman Buus:
SwarmArchitect: a swarm framework for collaborative construction. GECCO 2007: 186 - 2005
- [c4]Yifeng Zeng, Kim-Leng Poh:
Graphical Multiagent Decision Model: Towards Adaptability. AAAI Spring Symposium: Challenges to Decision Support in a Changing World 2005: 114-120 - [c3]Yifeng Zeng, Guoquan Liu, Kim-Leng Poh:
Grid-Enabled Bayesian Network. AAAI Spring Symposium: Challenges to Decision Support in a Changing World 2005: 121- - 2004
- [c2]Yifeng Zeng, Kim-Leng Poh:
Block Learning Bayesian Network Structure from Data. HIS 2004: 14-19 - 2003
- [c1]Yifeng Zeng, Kim-Leng Poh:
A Symbolic Method for Structure Verification in Multiply Sectioned Bayesian Networks. HIS 2003: 379-388
Coauthor Index
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