Evidence map›Paper›PMID 38014166›Full record

ArticlebioRxiv : the preprint server for biology2023

Multi-timescale reinforcement learning in the brain.

Paul Masset, Pablo Tano, HyungGoo R Kim, Athar N Malik, Alexandre Pouget, Naoshige Uchida

Open access · greenAbstract readPreprint
PubMed Full text at PMC Publisher
In one paragraph

Article in bioRxiv : the preprint server for biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed, 20 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 3 countries.

Paul MassetDepartment of Molecular and Cellular Biology, Harvard University, USA.ORCID 0000-0003-2001-7515
Pablo TanoDepartment of Basic Neuroscience, University of Geneva, Switzerland.
HyungGoo R KimDepartment of Molecular and Cellular Biology, Harvard University, USA.ORCID 0000-0002-9106-4960
Athar N MalikDepartment of Molecular and Cellular Biology, Harvard University, USA.
Alexandre PougetDepartment of Basic Neuroscience, University of Geneva, Switzerland.ORCID 0000-0003-3054-6365
Naoshige UchidaDepartment of Molecular and Cellular Biology, Harvard University, USA.ORCID 0000-0002-5755-9409
Harvard University · USUniversity of Geneva · CH

Funding

Towards a Unified Framework for Dopamine Signaling in the StriatumU19NS113201 · NINDS · HARVARD MEDICAL SCHOOL · PI WILBRECHT, LINDA E · 2019 to 2023
$18.7M
Stability and flexibility of neural representations in the ventral striatumR01DC017311 · NIDCD · HARVARD UNIVERSITY · PI VENKATESH N MURTHY, Naoshige Uchida · 2019 to 2026
$4.5M
Distributional Reinforcement Learning in the BrainR01NS116753 · NINDS · HARVARD UNIVERSITY · PI DRUGOWITSCH, JAN, UCHIDA, NAOSHIGE · 2020 to 2024
$2.9M
NIDCD NIH HHS R01 DC017311NINDS NIH HHS R01 NS116753NINDS NIH HHS U19 NS113201
6 · The paper itself

Abstract

To thrive in complex environments, animals and artificial agents must learn to act adaptively to maximize fitness and rewards. Such adaptive behavior can be learned through reinforcement learning

Identifiers

PMID38014166
PMCPMC10680596
OpenAlexW4388657764

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.