Reinforcement learning

Reinforcement learning - type of machine learning where an agent learns how to behave in an environment by performing actions and receiving rewards or penalties in return, aiming to maximize the cumulative reward over time. Article "Reinforcement learning" in English Wikipedia has 58.7 points for quality (as of July 1, 2025). The article contains 79 references and 30 sections. The article also contains quality flaw template, which reduce quality score.

This article has the best quality in Portuguese Wikipedia. However, this article is the most popular in English version.

In June 2025 the article "Reinforcement learning" was edited by 4 authors in English Wikipedia and written by 12 authors in all languages.

Since the creation of article "Reinforcement learning", its content was written by 308 registered users of English Wikipedia and edited by 829 registered Wikipedia users in all languages.

The article is cited 792 times in English Wikipedia and cited 3535 times in all languages.

The highest Authors Interest rank from 2001:

• Local (English): #3773 in July 2002
• Global: #5021 in July 2002

The highest popularity rank from 2008:

• Local (English): #11517 in March 2025
• Global: #16795 in March 2025

There are 33 language versions for this article in the WikiRank database (of the considered 55 Wikipedia language editions).

The quality and popularity assessment was based on Wikipédia dumps from July 1, 2025 (including revision history and pageviews for previous years).

The table below shows the language versions of the article with the highest quality.

#	Language	Quality grade	Quality score
1	Portuguese (pt) Aprendizagem por reforço		61.725
2	English (en) Reinforcement learning		58.7037
3	Catalan (ca) Aprenentatge per reforç		50.373
4	French (fr) Apprentissage par renforcement		48.7062
5	Polish (pl) Uczenie przez wzmacnianie		45.9572
6	German (de) Bestärkendes Lernen		39.8856
7	Persian (fa) یادگیری تقویتی		37.9997
8	Japanese (ja) 強化学習		35.6765
9	Ukrainian (uk) Навчання з підкріпленням		33.0857
10	Estonian (et) Stiimulõpe		31.4997

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The following table shows the most popular language versions of the article.

The most popular language versions of the article "Reinforcement learning" in all the time

#	Language	Popularity award	Relative popularity
1	English (en) Reinforcement learning		5 871 099
2	Chinese (zh) 强化学习		533 293
3	Japanese (ja) 強化学習		510 881
4	German (de) Bestärkendes Lernen		384 385
5	Russian (ru) Обучение с подкреплением		287 651
6	French (fr) Apprentissage par renforcement		287 266
7	Korean (ko) 강화 학습		220 973
8	Spanish (es) Aprendizaje por refuerzo		167 882
9	Italian (it) Apprendimento per rinforzo		125 745
10	Persian (fa) یادگیری تقویتی		55 879

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The following table shows the language versions of the article with the highest popularity in the last month.

The most popular language versions of the article "Reinforcement learning" in June 2025

#	Language	Popularity award	Relative popularity
1	English (en) Reinforcement learning		28 400
2	Chinese (zh) 强化学习		3 268
3	Russian (ru) Обучение с подкреплением		1 596
4	Japanese (ja) 強化学習		1 575
5	German (de) Bestärkendes Lernen		1 533
6	French (fr) Apprentissage par renforcement		1 375
7	Korean (ko) 강화 학습		962
8	Spanish (es) Aprendizaje por refuerzo		869
9	Italian (it) Apprendimento per rinforzo		621
10	Polish (pl) Uczenie przez wzmacnianie		560

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The following table shows the language versions of the article with the highest Authors’ Interest.

Language versions of the article "Reinforcement learning" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.

#	Language	AI award	Relative AI
1	English (en) Reinforcement learning		308
2	German (de) Bestärkendes Lernen		72
3	French (fr) Apprentissage par renforcement		55
4	Italian (it) Apprendimento per rinforzo		43
5	Chinese (zh) 强化学习		39
6	Japanese (ja) 強化学習		33
7	Russian (ru) Обучение с подкреплением		30
8	Spanish (es) Aprendizaje por refuerzo		29
9	Hebrew (he) למידת חיזוק		28
10	Persian (fa) یادگیری تقویتی		21

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The following table shows the language versions of the article with the highest Authors’ Interest in the last month.

Language versions of the article "Reinforcement learning" with the highest AI in June 2025

#	Language	AI award	Relative AI
1	English (en) Reinforcement learning		4
2	Arabic (ar) تعلم بالتقوية		2
3	German (de) Bestärkendes Lernen		2
4	Bulgarian (bg) Обучение с утвърждение		1
5	Persian (fa) یادگیری تقویتی		1
6	Japanese (ja) 強化学習		1
7	Malay (ms) Pembelajaran pengukuhan		1
8	Catalan (ca) Aprenentatge per reforç		0
9	Czech (cs) Zpětnovazební učení		0
10	Greek (el) Ενισχυτική μάθηση		0

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The following table shows the language versions of the article with the highest number of citations.

Language versions of the article "Reinforcement learning" with the highest Citation Index (CI)

#	Language	CI award	Relative CI
1	English (en) Reinforcement learning		792
2	Ukrainian (uk) Навчання з підкріпленням		307
3	Chinese (zh) 强化学习		296
4	Persian (fa) یادگیری تقویتی		275
5	French (fr) Apprentissage par renforcement		234
6	Arabic (ar) تعلم بالتقوية		187
7	Japanese (ja) 強化学習		182
8	Russian (ru) Обучение с подкреплением		174
9	Korean (ko) 강화 학습		153
10	Italian (it) Apprendimento per rinforzo		146

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#	Language	Value
ar	Arabic تعلم بالتقوية
bg	Bulgarian Обучение с утвърждение
ca	Catalan Aprenentatge per reforç
cs	Czech Zpětnovazební učení
de	German Bestärkendes Lernen
el	Greek Ενισχυτική μάθηση
en	English Reinforcement learning
es	Spanish Aprendizaje por refuerzo
et	Estonian Stiimulõpe
eu	Basque Indargarri bidezko ikaskuntza
fa	Persian یادگیری تقویتی
fi	Finnish Vahvistusoppiminen
fr	French Apprentissage par renforcement
he	Hebrew למידת חיזוק
hy	Armenian Ամրապնդման ուսուցում
id	Indonesian Pemelajaran pengukuhan
it	Italian Apprendimento per rinforzo
ja	Japanese 強化学習
ko	Korean 강화 학습
ms	Malay Pembelajaran pengukuhan
nl	Dutch Reinforcement learning
no	Norwegian Forsterkende læring
pl	Polish Uczenie przez wzmacnianie
pt	Portuguese Aprendizagem por reforço
ru	Russian Обучение с подкреплением
simple	Simple English Reinforcement learning
sl	Slovenian Spodbujevano učenje
sr	Serbian Podržano učenje
sv	Swedish Förstärkningsinlärning
tr	Turkish Pekiştirmeli öğrenme
uk	Ukrainian Навчання з підкріпленням
vi	Vietnamese Học tăng cường
zh	Chinese 强化学习

Best Rank

English: #11517 03.2025

Global: #16795 03.2025

Best Rank

English: #3773 07.2002

Global: #5021 07.2002

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The WikiRank project is intended for automatic relative evaluation of the articles in the various language versions of Wikipedia. At the moment the service allows to compare over 44 million Wikipedia articles in 55 languages. Quality scores of articles are based on Wikipedia dumps from July, 2025. When calculating current popularity and AI of articles data from June 2025 was taken into account. For historical values of popularity and AI WikiRank used data from 2001 to 2025... More information