2 papers
cs.CV2023
Non-exemplar Class-incremental Learning by Random Auxiliary Classes Augmentation and Mixed Features
Ke Song, Quan Xia, Guoqiang Liang +2
Non-exemplar class-incremental learning refers to classifying new and old classes without storing samples of old classes. Since only new class samples are available for optimizatio…
cs.LG2018
Efficient Entropy for Policy Gradient with Multidimensional Action Space
Yiming Zhang, Quan Ho Vuong, Kenny Song +2
In recent years, deep reinforcement learning has been shown to be adept at solving sequential decision processes with high-dimensional state spaces such as in the Atari games. Many…