复杂系统背景介绍
复杂系统驱动的机器学习框架
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时间：2024年8月12日（周一）20:00-22:00
大模型、多模态、多智能体层出不穷，各种各样的神经网络变体在AI大舞台各显身手。复杂系统领域对于涌现、层级、鲁棒性、非线性、演化等问题的探索也在持续推进。而优秀的AI系统、创新性的神经网络，往往在一定程度上具备优秀复杂系统的特征。因此，发展中的复杂系统理论方法如何指导未来AI的设计，正在成为备受关注的问题。
集智俱乐部联合加利福尼亚大学圣迭戈分校助理教授尤亦庄、北京师范大学副教授刘宇、北京师范大学系统科学学院在读博士张章、牟牧云和在读硕士杨明哲、清华大学在读博士田洋共同发起「AI By Complexity」读书会，探究如何度量复杂系统的“好坏”？如何理解复杂系统的机制？这些理解是否可以启发我们设计更好的AI模型？在本质上帮助我们设计更好的AI系统。读书会于6月10日开始，每周一晚上20:00-22:00举办。欢迎从事相关领域研究、对AI+Complexity感兴趣的朋友们报名读书会交流！
