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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
class machine_learning_method Q830687
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reinforcement learning

Summary

reinforcement learning is a machine learning method[1]. It draws 1,115 Wikipedia views per month (machine_learning_method category, ranking #1 of 4).[2]

Key Facts

  • reinforcement learning's video is recorded as A-novel-approach-to-locomotion-learning-Actor-Critic-architecture-using-central-pattern-generators-Movie1.ogv[3].
  • reinforcement learning's instance of is recorded as machine learning method[4].
  • reinforcement learning's instance of is recorded as learning approach[5].
  • reinforcement learning's GND ID is recorded as 4825546-4[6].
  • reinforcement learning's Library of Congress authority ID is recorded as sh92000704[7].
  • reinforcement learning's Bibliothèque nationale de France ID is recorded as 17127232k[8].
  • reinforcement learning's subclass of is recorded as machine learning[9].
  • reinforcement learning's part of is recorded as machine learning[10].
  • reinforcement learning's Commons category is recorded as Reinforcement learning[11].
  • reinforcement learning's MeSH descriptor ID is recorded as D000098408[12].
  • reinforcement learning's BNCF Thesaurus ID is recorded as 69813[13].
  • reinforcement learning's Freebase ID is recorded as /m/0hjlw[14].
  • reinforcement learning's MeSH tree code is recorded as G17.035.250.500.485[15].
  • reinforcement learning's MeSH tree code is recorded as L01.224.050.375.530.485[16].
  • reinforcement learning's topic's main category is recorded as Category:Reinforcement learning[17].
  • reinforcement learning's Dewey Decimal Classification is recorded as 006.31[18].
  • reinforcement learning's Library of Congress Classification is recorded as Q325.6[19].
  • reinforcement learning's described by source is recorded as Reinforcement Learning[20].
  • reinforcement learning's Stack Exchange tag is recorded as https://stackoverflow.com/tags/reinforcement-learning[21].
  • reinforcement learning's Stack Exchange tag is recorded as https://ai.stackexchange.com/tags/reinforcement-learning[22].
  • reinforcement learning's different from is recorded as inverse reinforcement learning[23].
  • reinforcement learning's ACM Classification Code is recorded as 10010261[24].
  • reinforcement learning's BabelNet ID is recorded as 03511335n[25].
  • reinforcement learning's PhilPapers topic is recorded as reinforcement-learning[26].
  • reinforcement learning's Quora topic ID is recorded as Reinforcement-Learning[27].

Why It Matters

reinforcement learning draws 1,115 Wikipedia views per month (machine_learning_method category, ranking #1 of 4).[2] It has Wikipedia articles in 25 language editions, a strong signal of global cultural recognition.[28] It is known by 12 alternative names across languages and contexts.[29]

Related Entities

ALLaM ChatGPT Claire Vernade deep reinforcement learning DeepSeek-R1 Domain Adaptation end-to-end reinforcement learning Jimmy Ba Lili Chen machine learning Mehmet Emin Aydin meta-reinforcement learning model-free reinforcement learning Mohit Gadde Multi-agent reinforcement learning Open Assistant Piotr Miłoś policy-gradient method reinforcement learning from AI feedback reinforcement learning from human feedback Richard S. Sutton Sergey Levine

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [3] ↑ . wikidata.org.
  2. [4] ↑ . wikidata.org.
  3. [5] ↑ . wikidata.org.
  4. [6] ↑ . Nuovo soggettario. Retrieved . thes.bncf.firenze.sbn.it. Provenance: wikidata.org.
  5. [7] ↑ . Nuovo soggettario. Retrieved . thes.bncf.firenze.sbn.it. Provenance: wikidata.org.
  6. [8] ↑ . Nuovo soggettario. Retrieved . thes.bncf.firenze.sbn.it. Provenance: wikidata.org.
  7. [9] ↑ . wikidata.org.
  8. [10] ↑ . wikidata.org.
  9. [11] ↑ . wikidata.org.
  10. [12] ↑ . wikidata.org.
  11. [13] ↑ . wikidata.org.
  12. [14] ↑ . Freebase Data Dumps. wikidata.org.
  13. [15] ↑ . wikidata.org.
  14. [16] ↑ . wikidata.org.
  15. [17] ↑ . wikidata.org.
  16. [18] ↑ . Integrated Authority File. Retrieved . wikidata.org.
  17. [19] ↑ . wikidata.org.
  18. [20] ↑ . wikidata.org.
  19. [21] ↑ . wikidata.org.
  20. [22] ↑ . wikidata.org.
  21. [23] ↑ . wikidata.org.
  22. [24] ↑ . wikidata.org.
  23. [25] ↑ . BabelNet. wikidata.org.
  24. [26] ↑ . wikidata.org.
  25. [27] ↑ . Quora. wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

Aggregate / graph-position facts

  1. [2] ↑ . Wikimedia Foundation. dumps.wikimedia.org.
  2. [28] ↑ . Wikidata sitelinks. wikidata.org.
  3. [29] ↑ . Wikidata aliases. wikidata.org.

📑 Cite this page

Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). reinforcement learning. Retrieved March 7, 2026, from https://4ort.xyz/entity/reinforcement-learning
MLA “reinforcement learning.” 4ort.xyz Knowledge Graph, 4ort.xyz, 7 Mar. 2026, https://4ort.xyz/entity/reinforcement-learning.
BibTeX @misc{4ortxyz_reinforcement-learning_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{reinforcement learning}}, year = {2026}, url = {https://4ort.xyz/entity/reinforcement-learning}, note = {Accessed: 2026-03-07}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): reinforcement learning — https://4ort.xyz/entity/reinforcement-learning (retrieved 2026-03-07)

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