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02/22/2023
Regularised neural networks mimic human insight
Humans sometimes show sudden improvements in task performance that have ...
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11/28/2022
Fine-tuning language models to find agreement among humans with diverse preferences
Recent work in large language modeling (LLMs) has used fine-tuning to al...
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10/10/2022
Continual task learning in natural and artificial agents
How do humans and other animals learn new tasks? A wave of brain recordi...
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09/30/2022
Beyond Bayes-optimality: meta-learning what you know you don't know
Meta-training agents with memory has been shown to culminate in Bayes-op...
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03/22/2022
Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals
Humans can learn several tasks in succession with minimal mutual interfe...
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02/21/2022
The Good Shepherd: An Oracle Agent for Mechanism Design
From social networks to traffic routing, artificial learning agents are ...
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02/21/2022
HCMD-zero: Learning Value Aligned Mechanisms from Data
Artificial learning agents are mediating a larger and larger number of i...
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01/27/2022