Search Results for author: Marcelo G Mattar

Found 2 papers, 0 papers with code

Emergence and reconfiguration of modular structure for synaptic neural networks during continual familiarity detection

no code implementations10 Nov 2023 Shi Gu, Marcelo G Mattar, Huajin Tang, Gang Pan

While advances in artificial intelligence and neuroscience have enabled the emergence of neural networks capable of learning a wide variety of tasks, our understanding of the temporal dynamics of these networks remains limited.

Improving Experience Replay with Successor Representation

no code implementations29 Nov 2021 Yizhi Yuan, Marcelo G Mattar

This usefulness is quantified as the expected gain from replaying the experience, a quantity often approximated as the prediction error (TD-error).

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