"self-play" meaning in English

See self-play in All languages combined, or Wiktionary

Noun

Etymology: self- + play Etymology templates: {{pre|en|self|play}} self- + play Head templates: {{en-noun|-}} self-play (uncountable)
  1. (machine learning) A technique for improving the performance of reinforcement learning agents by having them play against themselves. Tags: uncountable Categories (topical): Artificial intelligence
    Sense id: en-self-play-en-noun-2FnqjD9p Categories (other): English entries with incorrect language header, English terms prefixed with self-

Download JSON data for self-play meaning in English (1.5kB)

{
  "etymology_templates": [
    {
      "args": {
        "1": "en",
        "2": "self",
        "3": "play"
      },
      "expansion": "self- + play",
      "name": "pre"
    }
  ],
  "etymology_text": "self- + play",
  "head_templates": [
    {
      "args": {
        "1": "-"
      },
      "expansion": "self-play (uncountable)",
      "name": "en-noun"
    }
  ],
  "lang": "English",
  "lang_code": "en",
  "pos": "noun",
  "senses": [
    {
      "categories": [
        {
          "kind": "other",
          "name": "English entries with incorrect language header",
          "parents": [
            "Entries with incorrect language header",
            "Entry maintenance"
          ],
          "source": "w"
        },
        {
          "kind": "other",
          "name": "English terms prefixed with self-",
          "parents": [],
          "source": "w"
        },
        {
          "kind": "topical",
          "langcode": "en",
          "name": "Artificial intelligence",
          "orig": "en:Artificial intelligence",
          "parents": [
            "Computer science",
            "Cybernetics",
            "Computing",
            "Sciences",
            "Applied mathematics",
            "Systems theory",
            "Technology",
            "All topics",
            "Mathematics",
            "Systems",
            "Fundamental",
            "Formal sciences",
            "Interdisciplinary fields",
            "Society"
          ],
          "source": "w"
        }
      ],
      "examples": [
        {
          "text": "Self-play was used by the AlphaZero program to improve its performance in the games of chess, shogi and go.",
          "type": "example"
        }
      ],
      "glosses": [
        "A technique for improving the performance of reinforcement learning agents by having them play against themselves."
      ],
      "id": "en-self-play-en-noun-2FnqjD9p",
      "links": [
        [
          "machine learning",
          "machine learning"
        ]
      ],
      "qualifier": "machine learning",
      "raw_glosses": [
        "(machine learning) A technique for improving the performance of reinforcement learning agents by having them play against themselves."
      ],
      "tags": [
        "uncountable"
      ]
    }
  ],
  "word": "self-play"
}
{
  "etymology_templates": [
    {
      "args": {
        "1": "en",
        "2": "self",
        "3": "play"
      },
      "expansion": "self- + play",
      "name": "pre"
    }
  ],
  "etymology_text": "self- + play",
  "head_templates": [
    {
      "args": {
        "1": "-"
      },
      "expansion": "self-play (uncountable)",
      "name": "en-noun"
    }
  ],
  "lang": "English",
  "lang_code": "en",
  "pos": "noun",
  "senses": [
    {
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        "English entries with incorrect language header",
        "English lemmas",
        "English multiword terms",
        "English nouns",
        "English terms prefixed with self-",
        "English terms with usage examples",
        "English uncountable nouns",
        "en:Artificial intelligence"
      ],
      "examples": [
        {
          "text": "Self-play was used by the AlphaZero program to improve its performance in the games of chess, shogi and go.",
          "type": "example"
        }
      ],
      "glosses": [
        "A technique for improving the performance of reinforcement learning agents by having them play against themselves."
      ],
      "links": [
        [
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        ]
      ],
      "qualifier": "machine learning",
      "raw_glosses": [
        "(machine learning) A technique for improving the performance of reinforcement learning agents by having them play against themselves."
      ],
      "tags": [
        "uncountable"
      ]
    }
  ],
  "word": "self-play"
}

This page is a part of the kaikki.org machine-readable English dictionary. This dictionary is based on structured data extracted on 2024-06-01 from the enwiktionary dump dated 2024-05-02 using wiktextract (384852d and db5a844). The data shown on this site has been post-processed and various details (e.g., extra categories) removed, some information disambiguated, and additional data merged from other sources. See the raw data download page for the unprocessed wiktextract data.

If you use this data in academic research, please cite Tatu Ylonen: Wiktextract: Wiktionary as Machine-Readable Structured Data, Proceedings of the 13th Conference on Language Resources and Evaluation (LREC), pp. 1317-1325, Marseille, 20-25 June 2022. Linking to the relevant page(s) under https://kaikki.org would also be greatly appreciated.