10 citations · 11 across the 8 of their papers we have counts for
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cs.AI2021
Learning to Explore by Reinforcement over High-Level Options
Liu Juncheng, McCane Brendan, Mills Steven
Autonomous 3D environment exploration is a fundamental task for various applications such as navigation. The goal of exploration is to investigate a new environment and build its o…
cs.LG2021★ 1 cited
Conceptual capacity and effective complexity of neural networks
Lech Szymanski, Brendan McCane, Craig Atkinson
We propose a complexity measure of a neural network mapping function based on the diversity of the set of tangent spaces from different inputs. Treating each tangent space as a lin…