Towards biologically plausible model-based reinforcement learning in recurrent spiking networks by dreaming new experiences
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-65631-y
Abstract: Humans and animals can learn new skills after practicing for a few hours, while current reinforcement learning algorithms require a large amount of data to achieve good performances. Recent model-based approaches show promising results by… read more here.
Keywords: new experiences; towards biologically; model based; model ... See more keywords
Towards more biologically plausible central-pattern-generator models.
Sign Up to like & getrecommendations! Published in 2021 at "Physical review. E"
DOI: 10.1103/physreve.104.064405
Abstract: Central pattern generators (CPGs) are relatively small neural networks that play a fundamental role in the control of animal locomotion. In this paper we define a method for the systematic design of CPG models able… read more here.
Keywords: pattern generator; biologically plausible; central pattern; towards biologically ... See more keywords