The artificial general intelligence conference Diaries
The artificial general intelligence conference Diaries
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artificial intelligence all-natural language processing artificial general intelligence understanding representation and reasoning cognitive science smart brokers multi-agent programs cognitive robotics Computer system vision machine Studying unsupervised Finding out reinforcement learning transfer Studying deep Discovering neural networks probabilistic graphical versions inductive learning cache memory data mining formal thought analysis Research in this e-book
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You will discover various ways even inside of Each individual kind of classification idea for AI and ML; between other matters, we shed new mild within check here the interactions between the two types of category concept for neural network architectures as are formulated because of the authors recently (i.e., neural string diagrams and neural circuit diagrams). The three sorts of group theory is usually integrated together also to that stop we concentrate on a categorical deep Understanding framework, which integrates categorical structures that has a universal probabilistic programming language. We also explore the importance of categorical approaches in relation with the last word target of progress of artificial general intelligence.