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Lifelong, Continual Learning Agents

Organization UKRILocation United Kingdom
UKRIUK ResearchGrantActive
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Description preview

The current paradigm of training followed by inference is inherently limiting. Agents should learn continually, refining their knowledge through ongoing interactions with the world. However, the stability-plasticity dilemma hinders the development of agents to learn continuously without forgetting. My research investigates how to create agents…

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