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Projects related to continual/lifelong learning in deep neural networks
Deep neural networks have demonstrated remarkable success in tasks that range from computer...
Data-driven hierarchical reinforcement learning
The availability of huge datasets has enabled the success of deep neural networks trained with...
Projects related to quality-diversity algorithms
Quality-diversity (QD) algorithms are automated search methods that enable the generation of a...
Projects related to artificial intelligence / machine learning for quadruped robots
Legged robots and in particular quadruped ones, are an emerging, promising technology for...
Projects related to switch-neuron networks
Switch neurons (Vassiliades & Christodoulou, 2016) were proposed as a mechanism that enables...