🎓 — Семинар 29. Curriculum Learning: выбор последовательности задач для обучения с подкреплением | Мария Нестерова @Агенты ИИ

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Create: 2024-04-25 Update: 2024-06-01 05:14:34

🎓 — Семинар 29. Curriculum Learning: выбор последовательности задач для обучения с подкреплением | Мария Нестерова

Завтра на семинаре выступит выпускница нашей магистерской программы МТИИ и ныне аспирантка нашего Центра, у которой уже 2 статьи на А*!

Если перед агентом стоит сложная задача, то для её освоения с нуля может потребоваться много времени. Один из способов решить эту проблему — рассмотреть сначала более простые задачи. Расписание обучения (Curriculum) позволяет автоматически выбрать задачи и определить порядок их изучения, что ускоряет процесс освоения сложных задач.

В первой части доклада будут рассмотрены существующие подходы к составлению расписания обучения. В рамках нашего исследования расписание обучения представлено в виде мета-агента, который выбирает задачи на основе анализа способностей обучающегося агента. Вторая часть доклада будет посвящена нашему методу и текущим результатам

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🎓 — Семинар 29. Curriculum Learning: выбор последовательности задач для обучения с подкреплением | Мария Нестерова