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cs.LG2024★ 1 cited
A Study of Plasticity Loss in On-Policy Deep Reinforcement Learning
Arthur Juliani, Jordan T. Ash
Continual learning with deep neural networks presents challenges distinct from both the fixed-dataset and convex continual learning regimes. One such challenge is plasticity loss,…
cs.LG2022★ 1 cited
A Biologically-Inspired Dual Stream World Model
Arthur Juliani, Margaret Sereno
The medial temporal lobe (MTL), a brain region containing the hippocampus and nearby areas, is hypothesized to be an experience-construction system in mammals, supporting both reca…