Computational mechanisms of distributed value representations and mixed learning strategies.
Sign Up to like & getrecommendations! Published in 2021 at "Nature communications"
DOI: 10.1038/s41467-021-27413-2
Abstract: Learning appropriate representations of the reward environment is challenging in the real world where there are many options, each with multiple attributes or features. Despite existence of alternative solutions for this challenge, neural mechanisms underlying… read more here.
Keywords: value representations; value; mechanisms distributed; learning strategies ... See more keywords
Editorial: The embodied brain: computational mechanisms of integrated sensorimotor interactions with a dynamic environment, volume II
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Computational Neuroscience"
DOI: 10.3389/fncom.2023.1203717
Abstract: COPYRIGHT © 2023 Röhrbein and Senden. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the… read more here.
Keywords: computational mechanisms; mechanisms integrated; embodied brain; integrated sensorimotor ... See more keywords
Developmental Changes in Learning: Computational Mechanisms and Social Influences
Sign Up to like & getrecommendations! Published in 2017 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2017.02048
Abstract: Our ability to learn from the outcomes of our actions and to adapt our decisions accordingly changes over the course of the human lifespan. In recent years, there has been an increasing interest in using… read more here.
Keywords: learning computational; computational mechanisms; developmental changes; computational models ... See more keywords
Computational mechanisms of curiosity and goal-directed exploration
Sign Up to like & getrecommendations! Published in 2019 at "eLife"
DOI: 10.7554/elife.41703
Abstract: Successful behaviour depends on the right balance between maximising reward and soliciting information about the world. Here, we show how different types of information-gain emerge when casting behaviour as surprise minimisation. We present two distinct… read more here.
Keywords: mechanisms curiosity; computational mechanisms; directed exploration; exploration ... See more keywords