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10/11/2022
Transformers generalize differently from information stored in context vs in weights
Transformer models can use two fundamentally different kinds of informat...
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07/14/2022
Language models show human-like content effects on reasoning
Abstract reasoning is a key ability for an intelligent system. Large lan...
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01/29/2020
MEMO: A Deep Network for Flexible Combination of Episodic Memories
Recent research developing neural network architectures with external me...
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12/05/2017
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
The game of chess is the most widely-studied domain in the history of ar...
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12/02/2016
Overcoming catastrophic forgetting in neural networks
The ability to learn tasks in a sequential fashion is crucial to the dev...
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11/17/2016
Learning to reinforcement learn
In recent years deep reinforcement learning (RL) systems have attained s...
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11/11/2016