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Dharshan Kumaran

University College London

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The Spatial Memory Pipeline: a model of egocentric to allocentric understanding in mammalian brains

2020 bioRxiv
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MEMO: A Deep Network for Flexible Combination of Episodic Memories

2020 ICLR | International Conference on Learning Representations
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Correction: An Unexpected Sequence of Events: Mismatch Detection in the Human Hippocampus

2019 PLOS Biology
- Dharshan Kumaran
- Eleanor A. Maguire
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Backtracking during navigation is correlated with enhanced anterior cingulate activity and suppression of alpha oscillations and the ‘default-mode’ network

2019 Proceedings of The Royal Society B: Biological Sciences
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Human back-tracking behaviour is associated with suppression of default-mode region activity and enhanced dorsal anterior cingulate activity

2018 bioRxiv
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A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

2018 Science
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Prefrontal cortex as a meta-reinforcement learning system

2018 Nature Neuroscience
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Age-related functional changes in domain-specific medial temporal lobe pathways

2018 Neurobiology of Aging
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Human back-tracking behaviour is associated with suppression of default-mode region activity and enhanced dorsal anterior cingulate activity

2018 bioRxiv
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Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.

2017 arXiv: Artificial Intelligence
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Citations (691)