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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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12/17/2021
An Online Data-Driven Emergency-Response Method for Autonomous Agents in Unforeseen Situations
Reinforcement learning agents perform well when presented with inputs wi...
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09/21/2019
Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture
This paper introduces the modulated Hebbian plus Q network architecture ...
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03/06/2019
Using World Models for Pseudo-Rehearsal in Continual Learning
The utility of learning a dynamics/world model of the environment in rei...
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03/02/2019