apprentissage par renforcement

/\a.pʁɑ̃.ti.saʒ paʁ ʁɑ̃.fɔʁ.sə.mɑ̃\/ noun

The verdict

“apprentissage par renforcement” is outside the top-ranked French vocabulary, used as a noun - the kind of word writers most often double-check.

Unranked
below top-frequency French
30
letters

Dominant Wiktionary sense: Apprentissage automatique dans lequel un programme extérieur évalue positivement ou négativement les résultats successifs de l’algorithme, l’accumulation des résultats permettant à l’algorithme d’a...

Key facts for apprentissage par renforcement
PropertyValue
Headwordapprentissage par renforcement
LanguageFrench
Part of speechNoun
IPA\a.pʁɑ̃.ti.saʒ paʁ ʁɑ̃.fɔʁ.sə.mɑ̃\
Letters30
Misspellings tracked0
Confusable pairs0
SourceWiktionary (kaikki.org)

Where “apprentissage par renforcement” sits in French frequency

apprentissage par renforcement falls outside the top-100,000 ranked French words, the long-tail zone of technical, archaic, or low-frequency vocabulary, exactly where readers second-guess spellings most.

Beyond rank #100,000. Source: FrequencyWords open word-frequency list.

Spelling & Dictionary Insight

The French entry for apprentissage par renforcement is 30 letters long, classified as a noun, and transcribed in the International Phonetic Alphabet as \a.pʁɑ̃.ti.saʒ paʁ ʁɑ̃.fɔʁ.sə.mɑ̃\. It sits outside the most-frequent rank tiers, which is often why uncommon words generate more spelling variants per reader. The dominant gloss from Wiktionary reads: "Apprentissage automatique dans lequel un programme extérieur évalue positivement ou négativement les résultats successifs de l’algorithme, l’accumulation des résultats permettant à l’algorithme d’a...".

No misspelling variants are generated for apprentissage par renforcement in our index, suggesting the orthography follows predictable French patterns. It is not paired with a close-neighbour confusable in our dataset, which tends to mean the word is visually distinctive enough to stand on its own.

No explicit etymology string is stored for this entry, so spelling patterns must be inferred from the word's phoneme-to-grapheme mapping rather than from a documented borrowing chain. For readers arriving here from a spelling check, the authoritative guidance is: the correct French form is apprentissage par renforcement, spelled A-P-P-R-E-N-T-I-S-S-A-G-E- -P-A-R- -R-E-N-F-O-R-C-E-M-E-N-T, and any other sequence of those letters, regardless of how natural it feels, is a misspelling in standard orthography.

Definition

  1. 1
    Apprentissage automatique dans lequel un programme extérieur évalue positivement ou négativement les résultats successifs de l’algorithme, l’accumulation des résultats permettant à l’algorithme d’améliorer ses performances jusqu’à ce qu’il atteigne un objectif préalablement fixé.

This word in other languages

Definitions, pronunciation, and etymology for this entry are drawn from Wiktionary via the kaikki.org structured extract (CC BY-SA). See the methodology for how each field is sourced and updated.

Cite this page

Free to reuse with attribution (CC BY-SA). Copy the citation:

PlainSpell, “apprentissage par renforcement, French word data” (May 6, 2026). Derived from Wiktionary (kaikki.org, CC BY-SA) and an open word-frequency list. https://plainspell.com/fr/mot/apprentissage-par-renforcement

Frequently Asked Questions

How do you spell "apprentissage par renforcement"?
"apprentissage par renforcement" is spelled A-P-P-R-E-N-T-I-S-S-A-G-E- -P-A-R- -R-E-N-F-O-R-C-E-M-E-N-T. The IPA pronunciation is \a.pʁɑ̃.ti.saʒ paʁ ʁɑ̃.fɔʁ.sə.mɑ̃\.
What does "apprentissage par renforcement" mean?
As a noun, "apprentissage par renforcement" means: Apprentissage automatique dans lequel un programme extérieur évalue positivement ou négativement les résultats successifs de l’algorithme, l’accumulation des résultats permettant à l’algorithme d’a...
How do you pronounce "apprentissage par renforcement"?
The IPA (International Phonetic Alphabet) transcription for "apprentissage par renforcement" is \a.pʁɑ̃.ti.saʒ paʁ ʁɑ̃.fɔʁ.sə.mɑ̃\. Click the speaker icon on the pronunciation badge above to hear it spoken aloud where audio is available.
What language does "apprentissage par renforcement" come from?
"apprentissage par renforcement" is a French word. PlainSpell covers definitions, pronunciations, and spelling data across English, Spanish, Portuguese, French, and German.
Is PlainSpell free to use?
Yes, PlainSpell is a completely free word reference. You can look up definitions, pronunciations, confusable pairs, homophones, and spelling corrections across 5 languages without any sign-up or subscription.

Using “apprentissage par renforcement”

The practical upshot for anyone who landed here from a spell-check.

  • The one correct French spelling is A-P-P-R-E-N-T-I-S-S-A-G-E- -P-A-R- -R-E-N-F-O-R-C-E-M-E-N-T - every other letter order is a misspelling in standard orthography.
  • Say it as \a.pʁɑ̃.ti.saʒ paʁ ʁɑ̃.fɔʁ.sə.mɑ̃\ (IPA); tap the speaker on the pronunciation badge to hear it where audio exists.
  • Browse more French words and confusable pairs in the same reference. French words

Nearby French words

Other entries that begin with the letter A in our French index:

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Data Source: Wiktionary (via kaikki.org), licensed under CC BY-SA & GFDL. Word ordering uses an open word-frequency list; misspelling variants are generated by edit-distance from the correct headword.

Source: Wiktionary (via kaikki.org) Structured Wiktionary extract

Source: FrequencyWords open word-frequency list FrequencyWords open word-frequency list