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cs.LG2024★ 1 cited
On The Specialization of Neural Modules
Devon Jarvis, Richard Klein, Benjamin Rosman +1
A number of machine learning models have been proposed with the goal of achieving systematic generalization: the ability to reason about new situations by combining aspects of prev…
cs.LG2022
Accounting for the Sequential Nature of States to Learn Features for Reinforcement Learning
Nathan Michlo, Devon Jarvis, Richard Klein +1
In this work, we investigate the properties of data that cause popular representation learning approaches to fail. In particular, we find that in environments where states do not s…