Search Results for author: Nisheet Patel

Found 1 papers, 1 papers with code

Dynamic allocation of limited memory resources in reinforcement learning

1 code implementation NeurIPS 2020 Nisheet Patel, Luigi Acerbi, Alexandre Pouget

We derive from first principles an algorithm, Dynamic Resource Allocator (DRA), which we apply to two standard tasks in reinforcement learning and a model-based planning task, and find that it allocates more resources to items in memory that have a higher impact on cumulative rewards.

Neurons and Cognition

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