张军旗 - 同济大学 - 电子与信息工程学院

个人简介

张军旗教授专注于强化学习、群体智能、群体机器人、多智能体系统、大数据等人工智能领域及其在噪声或动态环境等复杂场景下强化学习、优化与协同方法的研究。已在《IEEE Trans. on Cybernetics》、《IEEE Trans. On Automatic Control》、《IEEE Trans. on Automation Science and Engineering》、《IEEE Trans. on Control Systems Technology》、《IEEE Trans. on Intelligent Transportation Systems》等国际期刊以第一或通讯作者发表论文11篇，其中影响因子超过10的中科院一区期刊8篇，二区期刊3篇，2015年入选IEEE高级会员。主持上海市教育委员会科研创新计划自然科学重大项目1项、国家自然科学基金3项、上海市自然科学基金1项；获得北京大学2007-2008年度优秀博士后奖、首届中国博士后科学基金特别资助基金。2014年，获国家留学基金委资助，作为访问学者到美国新泽西理工学院跟随IEEE Fellow周孟初教授访问一年。具有较强的科研攻关能力和项目实施组织水平，具备重大项目的主持能力与跨学科联合开发实际应用系统的能力。

研究领域

强化学习、群体智能、群体机器人、多智能体系统、大数据等人工智能领域

近期论文

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JunQi Zhang, YeHao Lu, Lei Che, Mengchu Zhou*, "Moving-distance-minimized PSO for Mobile Robot Swarm", IEEE Trans. on Cybernetics (1区，IF: 11.079)，2021(Accepted and In Press). JunQi Zhang, PengZhan Qiu, ChunHui Wang, Mengchu Zhou*, "Weak Estimator-based Stochastic Searching on the Line in Dynamic Dual Environments", IEEE Trans. on Cybernetics (1区，IF: 11.079)，2021(Accepted and In Press). JunQi Zhang*, XiXun Zhu, YuHeng Wang，MengChu Zhou*, " Dual-Environmental Particle Swarm Optimizer in Noisy and Noise-free Environments", IEEE Trans. On Cybernetics (1区，IF: 11.079)，vol. 49, no. 6, pp. 2011-2021, 2019. JunQi Zhang*, YuHeng Wang，Cheng Wang, MengChu Zhou*, "Fast Variable Structure Stochastic Automaton for Discovering and Tracking Spatiotemporal Event Patterns", IEEE Trans. On Cybernetics (1区，IF: 11.079)，vol. 48, no. 3, pp. 890-903, 2018. JunQi Zhang, YuHeng Wang, Cheng Wang, Mengchu Zhou, "Symmetrical Hierarchical Stochastic Searching on the Line in Informative and Deceptive Environments", IEEE Trans. on Cybernetics (1区，IF: 11.079)，vol. 47, no. 3, pp. 626-635, 2017. JunQi Zhang*, Liang Zhang，Cheng Wang, MengChu Zhou*, "Approximately Optimal Computing-Budget Allocation for Selection of Best and Worst Designs", IEEE Trans. On Automatic Control (2区，IF: 5.625)，vol. 62, no. 7, pp. 3249-3261, 2017. JunQi Zhang, ZeZhou Li, Cheng Wang, Di Zang, Mengchu Zhou, "Approximate Simulation Budget Allocation for Subset Ranking", IEEE Trans. on Control Systems Technology(2区， IF: 5.312)，vol. 25, no. 1, pp. 358-365, 2017. Xin Wang, Cheng Wang, JunQi Zhang, Mengchu Zhou*, ChangJun Jiang*, "Improved Rule Installation for Real-time Query Service in Software-Defined Internet of Vehicles", IEEE Trans. on Intelligent Transportation Systems (2区， IF: 6.319)， vol. 18, no. 2, pp. 225-235, 2017. JunQi Zhang*, Cheng Wang, Di Zang, MengChu Zhou*, "Incorporation of Optimal Computing Budget Allocation for Ordinal Optimization into Learning Automata", IEEE Trans. On Automation Science and Engineering (2区， IF: 4.938), vol. 13, no. 2, pp. 1008-1017, 2016. JunQi Zhang, Cheng Wang, Mengchu Zhou*, "Fast and Epsilon-optimal Discretized Pursuit Learning Automata", IEEE Trans. on Cybernetics (1区，IF: 11.079)，vol. 45, no. 10, pp. 2089-2099, 2015. Jie Li（博士生）, JunQi Zhang*, ChangJun Jiang*, Mengchu Zhou, "Composite Particle Swarm Optimizer with Historical Memory for Function Optimization", IEEE Trans. on Cybernetics (1区，IF: 11.079)，vol. 45, no. 10, pp. 2350-2363, 2015, (通信作者). JunQi Zhang, Cheng Wang, MengChu Zhou*, "Last-position Elimination-based Learning Automata", IEEE Trans. on Cybernetics (1区，IF: 11.079)，vol. 44, no. 12, pp. 2484-2492, 2014.