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01/18/2023
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems
Despite the advancement of machine learning techniques in recent years, ...
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12/29/2022
On the Geometry of Reinforcement Learning in Continuous State and Action Spaces
Advances in reinforcement learning have led to its successful applicatio...
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12/29/2022
Effects of Data Geometry in Early Deep Learning
Deep neural networks can approximate functions on different types of dat...
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06/07/2022
Meta-Learning Transferable Parameterized Skills
We propose a novel parameterized skill-learning algorithm that aims to l...
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12/04/2018
Natural Option Critic
The recently proposed option-critic architecture Bacon et al. provide a ...
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12/04/2018
