分享一篇佳作:Cognitive Control 徐煜华 2012-12-30
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香农的信息论对决策来说是不够的,信息要和决策建立联系 一些有意思的学术观点(前人) Shannon’s information is blind to the functional properties of the information. A theory that only deals with probabilities of outcomes may not completely describe the importance of uncertainty to the decision maker. 香农的信息论对决策来说是不够的,信息要和决策建立联系
Haykin’s information structure (1) 由任务决定 (和决策的关系) 核心概念!!!
Haykin’s information structure (2)
Haykin’s cognitive control structure
Mathematical formulation 两模型结构 优化目标
Experiment results
Their preliminary work in this topic [1] F. Khozeimeh and S. Haykin, ‘‘ Brain-inspired dynamic spectrum management for cognitive radio ad hoc networks, ’’ IEEE Trans. Wireless Commun., vol. 11, no. 10, pp. 3509-3517, 2012. [2] M. Fatemi and S. Haykin, ‘‘On reinforcement learning and planning in cognitive control,’’ IEEE Trans. Neural Netw. Learn. Syst., submitted.
思考与讨论