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Chess position representations in AI and humans - comparative study
- Speaker(s)
- Jan Zyśko
- Affiliation
- MIMUW
- Date
- Dec. 11, 2020, 2:15 p.m.
- Information about the event
- meet.google.com/jbj-tdsr-aop
- Seminar
- Seminarium badawcze Zakładu Logiki: Wnioskowania aproksymacyjne w eksploracji danych
It has been established that chess engines and humans process chess positions in a very different way, the former relying on search (as opposed to evaluation) much more than the latter, but recent neural engines are much closer to humans in that regard. I use custom heuristics and machine learning interpretability tools on a SOTA neural chess engine to estimate the difficulty of chess positions from a human perspective.
Tytuł polski: Porównanie ludzkiej i komputerowej reprezentacji szachowych pozycji
Link to meeting/Link do spotkania: https://meet.google.com/jbj-tdsr-aop
