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Bio
I am interested in cognitive flexibility and generalization, and how these abilities are enabled by factors like language, memory, and embodiment. I am also interested in when and how intelligence fails. I consider these issues from both the perspective of human cognition and artificial intelligence.
My work often draws inspiration from cognitive science to build better AI; for example improving RL agent memory using the idea of mental time-travel, using task relationships to adapt to novel tasks on the first try, and learning from explanations. I also use methods and paradigms from cognitive science to study the behavior of AI systems; for example exploring whether large language models can learn from explanations in context, are affected by content on logical reasoning tasks, and can process center embedded syntactic structures. Finally, I consider broader issues such as how we should think about symbols in AI and how publishing fast and slow could improve the generalizability of research.
My work often draws inspiration from cognitive science to build better AI; for example improving RL agent memory using the idea of mental time-travel, using task relationships to adapt to novel tasks on the first try, and learning from explanations. I also use methods and paradigms from cognitive science to study the behavior of AI systems; for example exploring whether large language models can learn from explanations in context, are affected by content on logical reasoning tasks, and can process center embedded syntactic structures. Finally, I consider broader issues such as how we should think about symbols in AI and how publishing fast and slow could improve the generalizability of research.
Research Interests
Papers共 49 篇Author StatisticsCo-AuthorSimilar Experts
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SIMA Team, Maria Abi Raad,Arun Ahuja, Catarina Barros,Frederic Besse, Andrew Bolt,Adrian Bolton, Bethanie Brownfield, Gavin Buttimore, Max Cant, Sarah Chakera,Stephanie C. Y. Chan,
CoRR (2024)
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17TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, EACL 2023pp.3884-3911, (2023)
NeurIPS (2023)
Viktor Kewenig,Andrew Lampinen,Samuel A. Nastase, Christopher Edwards, Quitterie Lacome DEstalenx, Akilles Rechardt,Jeremy I Skipper,Gabriella Vigliocco
arxiv(2023)
CoRR (2023)
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