Can reinforcement learning model learning across development? Online lifelong learning through adaptive intrinsic motivation

Reinforcement learning is a powerful model of animal learning in brief, controlled experimental conditions, but does not readily explain the development of behavior over an animal’s whole lifetime. In this paper, we describe a framework to address this shortcoming by introducing the single-life rein...

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Bibliographic Details
Main Authors: Sandbrink, K, Christian, B, Nasvytis, L, Schroeder de Witt, C, Butlin, P
Format: Conference item
Language:English
Published: Cognitive Science Society 2024