ChessFraud is introduced, the first public benchmark for move-level cheating detection, providing 505 tournament games with ground-truth annotations from a controlled environment where engine usage was explicitly logged, and human-aligned embeddings provide complementary signal, enabling the training of an applicable c...
Anastasiia Linich, A. Lepin, Andrey Sakhovskiy et al.· Proceedings of the 32nd ACM...· 0 citations
Each task and its evaluation protocol is described, the challenge leaderboards are presented, and the leading submissions are summarized, with the aim of documenting the current state of each task as measured on held-out challenge data.
A. Cioppa, Silvio Giancola, Haakan Ardo et al.· 1 citation
This work reveals that retrieval from a structured agent repository provides a cost-efficient, accurate, and controllable alternative to dynamic agent generation, responding to the strict demands of industrial applications.
Vitalii Belov, Artyom Sosedka, Andrey Sakhovskiy et al.· Annual International ACM SIG...· 0 citations
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