[{"data":1,"prerenderedAt":353},["ShallowReactive",2],{"publication-2026\u002Fa-strategic-tactical-evolutionary-reinforcement-learning-framework-for-robotic-m-en":3,"publication-members":41},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"title":8,"description":7,"_hidden":6,"authors":9,"authors_orcid":15,"year":21,"doi":22,"openalex_id":23,"venue":24,"abstract_screenshot":19,"keywords":25,"body":28,"_type":34,"_id":35,"_source":36,"_file":37,"_stem":38,"_extension":39,"locale":40},"\u002Fpublications\u002F2026\u002Fa-strategic-tactical-evolutionary-reinforcement-learning-framework-for-robotic-m","2026",false,"","A Strategic-Tactical Evolutionary Reinforcement Learning Framework for Robotic Mobile Fulfillment Systems",[10,11,12,13,14],"Yang, Xiaoying","Jia, Fuhua","Cui, Tianxiang","Ren, Jianfeng","Bai, Ruibin",[16,17,18,19,20],"0000-0002-4062-6724","0009-0002-6693-9371","0000-0002-0102-2581",null,"0000-0003-1722-568X",2026,"https:\u002F\u002Fdoi.org\u002F10.1109\u002Ftevc.2026.3740457","W7220709850","IEEE Transactions on Evolutionary Computation",[26,27],"evolutionary reinforcement learning","multi-agent reinforcement learning",{"type":29,"children":30,"toc":31},"root",[],{"title":7,"searchDepth":32,"depth":32,"links":33},2,[],"markdown","content:publications:2026:a-strategic-tactical-evolutionary-reinforcement-learning-framework-for-robotic-m.md","content","publications\u002F2026\u002Fa-strategic-tactical-evolutionary-reinforcement-learning-framework-for-robotic-m.md","publications\u002F2026\u002Fa-strategic-tactical-evolutionary-reinforcement-learning-framework-for-robotic-m","md","en",[42,55,60,71,78,86,92,101,108,114,119,129,136,145,151,163,172,181,187,195,200,208,214,222,226,236,243,251,256,264,270,278,284,292,297,303,313,321,327,335,340,348],{"_path":43,"title":44,"name":45,"role":46,"email":19,"image":47,"category":48,"interests":49,"order":32,"_id":54},"\u002Fmembers\u002Fstaff\u002Falain-chong","Vice President for Global Affairs and Partnerships · Professor of Information Systems and Digital Innovation","Alain Chong","Deputy Director of Lab","assets\u002F8.png","staff",[50,51,52,53],"信息系统与运作管理","计算机科学与运筹学","Information Systems and Operations Management","Computer Science and Operations Research","content:members:staff:alain-chong.md",{"_path":43,"title":56,"role":57,"interests":58,"_id":59},"全球事务与合作副校长 · 信息系统与数字创新教授","实验室副主任",[50,51],"content:members:staff:alain-chong.zh-CN.md",{"_path":61,"title":62,"name":63,"role":64,"email":19,"image":65,"category":48,"interests":66,"order":69,"_id":70},"\u002Fmembers\u002Fstaff\u002Fanthony-belloti","Professor","Anthony Belloti","Core Member","assets\u002F41.png",[67,68],"Machine Learning and Credit Risk Model","Model Risks",9,"content:members:staff:anthony-belloti.md",{"_path":61,"title":72,"role":73,"interests":74,"_id":77},"计算机科学系教授","核心成员",[75,76],"机器学习与信用风险模型","模型风险","content:members:staff:anthony-belloti.zh-CN.md",{"_path":79,"title":80,"name":80,"role":64,"email":19,"image":81,"category":48,"interests":82,"order":84,"_id":85},"\u002Fmembers\u002Fstaff\u002Fboon-giin-lee","Boon Giin Lee","assets\u002F31.jpg",[83],"Intelligent Sensor and Extended Reality",11,"content:members:staff:boon-giin-lee.md",{"_path":79,"title":87,"role":73,"interests":88,"_id":91},"人机交互实验室负责人 · 计算机科学系副教授",[89,90],"人机交互 HCI","智能传感与扩展现实技术","content:members:staff:boon-giin-lee.zh-CN.md",{"_path":93,"title":94,"name":94,"role":95,"email":19,"image":96,"category":48,"interests":97,"order":99,"_id":100},"\u002Fmembers\u002Fstaff\u002Fcong-cao","Cong Cao","Direction Leader","assets\u002FCC.png",[98],"Science and technology policy and institutional reform",7,"content:members:staff:cong-cao.md",{"_path":93,"title":102,"name":103,"role":104,"interests":105,"_id":107},"宁波诺丁汉大学商学院创新学教授","曹聪","方向带头人",[106],"科技政策与体制改革","content:members:staff:cong-cao.zh-CN.md",{"_path":109,"title":110,"name":110,"role":64,"email":19,"image":111,"category":48,"order":112,"_id":113},"\u002Fmembers\u002Fstaff\u002Fdave-towey","Dave Towey","assets\u002F32.jpg",8,"content:members:staff:dave-towey.md",{"_path":109,"title":115,"role":73,"interests":116,"_id":118},"计算机科学系教授 · 计算机科学系主任",[117],"计算机科学与语言学","content:members:staff:dave-towey.zh-CN.md",{"_path":120,"title":121,"name":121,"role":64,"email":19,"image":122,"category":48,"interests":123,"order":127,"_id":128},"\u002Fmembers\u002Fstaff\u002Ffazl-ullah-khan","Fazl Ullah Khan","assets\u002F44.png",[124,125,126],"Computer Network","Computer Architecture and Network Security","Software Engineering",12,"content:members:staff:fazl-ullah-khan.md",{"_path":120,"title":130,"role":73,"interests":131,"_id":135},"计算机科学系助理教授 · IEEE 高级会员",[132,133,134],"计算机网络","计算机和网络安全","软件工程","content:members:staff:fazl-ullah-khan.zh-CN.md",{"_path":137,"title":138,"name":139,"role":64,"email":19,"image":140,"category":48,"interests":141,"order":143,"_id":144},"\u002Fmembers\u002Fstaff\u002Fheng-yu","Associate Professor","Heng Yu","assets\u002FHENGYU.png",[142],"Embedded Systems Design",17,"content:members:staff:heng-yu.md",{"_path":137,"title":146,"name":147,"role":73,"interests":148,"_id":150},"计算机科学系副教授","于恒",[149],"嵌入式系统设计","content:members:staff:heng-yu.zh-CN.md",{"_path":152,"title":138,"name":153,"role":64,"email":19,"image":154,"category":48,"interests":155,"order":161,"_id":162},"\u002Fmembers\u002Fstaff\u002Fheshan-du","Heshan Du","assets\u002Fhesahndu.png",[156,157,158,159,160],"Logic, Knowledge Representation and Reasoning","Geographic Information Systems","Operations Research","Machine Learning","Reinforcement Learning",20,"content:members:staff:heshan-du.md",{"_path":152,"title":146,"name":164,"role":73,"interests":165,"_id":171},"杜何珊",[166,167,168,169,170],"逻辑与知识表示","地理信息系统","运筹学","机器学习","强化学习","content:members:staff:heshan-du.zh-CN.md",{"_path":173,"title":174,"name":175,"role":64,"email":19,"image":176,"category":48,"interests":177,"order":179,"_id":180},"\u002Fmembers\u002Fstaff\u002Fhuan-jin","Assistant Professor","Huan Jin","assets\u002Fhuanjin.png",[178,159],"Optimisation",21,"content:members:staff:huan-jin.md",{"_path":173,"title":182,"name":183,"role":73,"interests":184,"_id":186},"计算机科学系助理教授","靳欢",[185,169],"优化","content:members:staff:huan-jin.zh-CN.md",{"_path":188,"title":138,"name":189,"role":95,"email":19,"image":190,"category":48,"interests":191,"order":193,"_id":194},"\u002Fmembers\u002Fstaff\u002Fjianfeng-ren","Jianfeng Ren","assets\u002F42.jpg",[159,192],"Computer Vision",3,"content:members:staff:jianfeng-ren.md",{"_path":188,"title":146,"name":196,"role":104,"interests":197,"_id":199},"任剑锋",[169,198],"计算机视觉","content:members:staff:jianfeng-ren.zh-CN.md",{"_path":201,"title":202,"name":202,"role":95,"email":19,"image":203,"category":48,"interests":204,"order":206,"_id":207},"\u002Fmembers\u002Fstaff\u002Fjiawei-li","Jiawei Li","assets\u002F11.png",[205],"Computer Science and Artificial Intelligence",15,"content:members:staff:jiawei-li.md",{"_path":201,"title":209,"name":210,"role":104,"interests":211,"_id":213},"计算机科学系助理教授 · 英国诺丁汉大学博士后","李家炜",[212],"计算机与人工智能","content:members:staff:jiawei-li.zh-CN.md",{"_path":215,"title":138,"name":216,"role":64,"email":19,"image":217,"category":48,"interests":218,"order":220,"_id":221},"\u002Fmembers\u002Fstaff\u002Fmatthew-pike","Matthew Pike","assets\u002F43.jpg",[219],"Digitalised Learning",16,"content:members:staff:matthew-pike.md",{"_path":215,"title":146,"role":73,"interests":223,"_id":225},[224],"数字化学习","content:members:staff:matthew-pike.zh-CN.md",{"_path":227,"title":174,"name":228,"role":64,"email":19,"image":229,"category":48,"interests":230,"order":234,"_id":235},"\u002Fmembers\u002Fstaff\u002Fning-xue","Ning Xue","\u002Fimages\u002Fuon-logo.png",[231,232,233],"Artificial Intelligence","Computational Intelligence","Combinatorial Optimization",13,"content:members:staff:ning-xue.md",{"_path":227,"title":182,"name":237,"role":73,"interests":238,"_id":242},"薛宁",[239,240,241],"人工智能","计算智能","组合优化","content:members:staff:ning-xue.zh-CN.md",{"_path":244,"title":174,"name":245,"role":64,"email":19,"image":246,"category":48,"interests":247,"order":249,"_id":250},"\u002Fmembers\u002Fstaff\u002Fqian-zhang","Qian Zhang","assets\u002Fqz.png",[248,192,159],"Image Processing",14,"content:members:staff:qian-zhang.md",{"_path":244,"title":182,"name":252,"role":73,"interests":253,"_id":255},"张茜",[254,198,169],"图像处理","content:members:staff:qian-zhang.zh-CN.md",{"_path":257,"title":62,"name":258,"role":259,"email":19,"image":260,"category":48,"interests":261,"orcid":20,"order":262,"_id":263},"\u002Fmembers\u002Fstaff\u002Fruibin-bai","Ruibin Bai","Director of Lab","assets\u002F38.png",[53],1,"content:members:staff:ruibin-bai.md",{"_path":257,"title":265,"name":266,"role":267,"interests":268,"_id":269},"教授","白瑞斌","实验室主任",[51],"content:members:staff:ruibin-bai.zh-CN.md",{"_path":271,"title":272,"name":272,"role":95,"email":19,"image":273,"category":48,"interests":274,"order":276,"_id":277},"\u002Fmembers\u002Fstaff\u002Fsean-he","Sean He","assets\u002F39.png",[192,275,159],"Data Analytics",5,"content:members:staff:sean-he.md",{"_path":271,"title":279,"name":280,"role":104,"interests":281,"_id":283},"计算机科学系教授 · 国家级讲席学者","何祥健",[198,282,169],"数据分析","content:members:staff:sean-he.zh-CN.md",{"_path":285,"title":286,"name":286,"role":64,"email":19,"image":287,"category":48,"interests":288,"order":290,"_id":291},"\u002Fmembers\u002Fstaff\u002Ftianxiang-cui","Tianxiang Cui","assets\u002Ftianxiangcui.png",[232,289,159,160],"Operation Research",19,"content:members:staff:tianxiang-cui.md",{"_path":285,"title":130,"name":293,"role":73,"interests":294,"_id":296},"崔天翔",[240,295,169,170],"运筹研究","content:members:staff:tianxiang-cui.zh-CN.md",{"_path":298,"title":62,"name":299,"role":64,"email":19,"image":300,"category":48,"order":301,"_id":302},"\u002Fmembers\u002Fstaff\u002Fxiuping-hua","Xiuping Hua","assets\u002FxiupignHua.png",10,"content:members:staff:xiuping-hua.md",{"_path":298,"title":304,"name":305,"role":73,"interests":306,"_id":312},"金融、会计与经济系教授","华秀萍",[307,308,309,310,311,75],"资产定价","公司金融","衍生品","金融科技","创新金融和普惠金融","content:members:staff:xiuping-hua.zh-CN.md",{"_path":314,"title":62,"name":315,"role":64,"email":19,"image":316,"category":48,"interests":317,"order":319,"_id":320},"\u002Fmembers\u002Fstaff\u002Fying-weng","Ying Weng","assets\u002Fyingweng.png",[192,248,318],"IoT",4,"content:members:staff:ying-weng.md",{"_path":314,"title":72,"name":322,"role":73,"interests":323,"_id":326},"翁莹",[198,254,324,325],"物联网 IoT","无线网络安全与服务质量","content:members:staff:ying-weng.zh-CN.md",{"_path":328,"title":174,"name":329,"role":64,"email":19,"image":330,"category":48,"interests":331,"order":333,"_id":334},"\u002Fmembers\u002Fstaff\u002Fyuan-yao","Yuan Yao","assets\u002Fyuanyao.png",[332],"Autonomous Agents and Multi-Agent Systems",18,"content:members:staff:yuan-yao.md",{"_path":328,"title":182,"name":336,"role":73,"interests":337,"_id":339},"姚远",[338],"自主智能体与多智能体系统","content:members:staff:yuan-yao.zh-CN.md",{"_path":341,"title":174,"name":342,"role":95,"email":19,"image":343,"category":48,"interests":344,"order":346,"_id":347},"\u002Fmembers\u002Fstaff\u002Fzheng-lu","Zheng Lu","assets\u002F13.png",[345],"Computer Science",6,"content:members:staff:zheng-lu.md",{"_path":341,"title":182,"name":349,"role":104,"interests":350,"_id":352},"卢正",[351],"计算机科学","content:members:staff:zheng-lu.zh-CN.md",1791691648586]