TacticAI: an AI assistant for football tactics

Z Wang, P Veličković, D Hennes, N Tomašev… - Nature …, 2024 - nature.com
Identifying key patterns of tactics implemented by rival teams, and developing effective
responses, lies at the heart of modern football. However, doing so algorithmically remains …

Explaining reinforcement learning agents through counterfactual action outcomes

Y Amitai, Y Septon, O Amir - Proceedings of the AAAI Conference on …, 2024 - ojs.aaai.org
Explainable reinforcement learning (XRL) methods aim to help elucidate agent policies and
decision-making processes. The majority of XRL approaches focus on local explanations …

[HTML][HTML] Extracting tactics learned from self-play in general games

DJNJ Soemers, S Samothrakis, É Piette… - Information …, 2023 - Elsevier
Local, spatial state-action features can be used to effectively train linear policies from self-
play in a wide variety of board games. Such policies can play games directly, or be used to …

Generation and optimization of teaching decision generation under a smart teaching environment

L Shi, X Wu - International Journal of Emerging Technologies in …, 2022 - learntechlib.org
Teaching decisions need to be optimized to guide learners to stick to the right learning
method, and maintain learning interests. However, the existing evaluation systems for …

[PDF][PDF] Structural Credit Assignment-Guided Coordinated MCTS: An Efficient and Scalable Method for Online Multiagent Planning

Q Che, W Wang, F Wang, T Qiao, X Liu… - Proceedings of the …, 2023 - ifaamas.org
Online planning has been widely focused in many areas, such as industry chain and
collective intelligence. Due to the trade-off nature of trading computation time for solution …

Learning state-action features for general game playing

DJNJ Soemers - 2023 - cris.maastrichtuniversity.nl
One of the core challenges considered in the field of artificial intelligence research is the
development of algorithms and computer programs that can autonomously plan, make …

[PDF][PDF] ПРИМЕНЕНИЕ ИННОВАЦИОННЫХ ТЕХНИЧЕСКИХ СРЕДСТВ В КЕРЛИНГЕ (ОБЗОР ЗАРУБЕЖНОЙ ЛИТЕРАТУРЫ)

МВ Арансон, ЛН Овчаренко - МАТЕРИАЛЫ И МЕТОДЫ …, 2023 - os-russia.com
Аннотация В статье проанализированы публикации по применению инновационных
технических средств в керлинге. Поиск материалов (статей, рефератов, диссертаций …