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06/17/2023
The RL Perceptron: Generalisation Dynamics of Policy Learning in High Dimensions
Reinforcement learning (RL) algorithms have proven transformative in a r...
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05/18/2022
Maslow's Hammer for Catastrophic Forgetting: Node Re-Use vs Node Activation
Continual learning - learning new tasks in sequence while maintaining pe...
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07/09/2021
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity
Continual learning-the ability to learn many tasks in sequence-is critic...
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04/28/2020