筒井 和詩

Collaborative hunting in artificial agents with deep reinforcement learning 

eLife 2024年4月  査読有り

Runner re-identification from single-view video in the open-world setting 

Multimedia Tools and Applications 2024年3月  査読有り

Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations 

Proceedings of the 16th International Conference on Agents and Artificial Intelligence (ICAART'24) 2 27-39 2024年2月  査読有り

Action Valuation of On- and Off-Ball Soccer Players Based on Multi-Agent Deep Reinforcement Learning 

IEEE Access 11 131237-131244 2023年12月  査読有り

Synergizing Deep Reinforcement Learning and Biological Pursuit Behavioral Rule for Robust and Interpretable Navigation 

Proceedings of the 1st Workshop on Synergy of Scientific and Machine Learning Modeling (SynS and ML) co-located with the International Conference on Machine Learning (ICML'23) 2023年6月  査読有り

Location analysis of players in UEFA EURO 2020 and 2022 using generalized valuation of defense by estimating probabilities 

arXiv 2022年11月  

Evaluation of creating scoring opportunities for teammates in soccer via trajectory prediction 

Proceedings of the 9th Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA'22) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD'22) 2022年9月  査読有り

Emergence of Collaborative Hunting via Multi-Agent Deep Reinforcement Learning 

Proceedings of the 12th International Workshop on Human Behavior Understanding (HBU'22) in conjunction with International Conference on Pattern Recognition (ICPR'22) 2022年8月  査読有り

Learning interaction rules from multi-animal trajectories via augmented behavioral model 

Advances in Neural Information Processing Systems (NeurIPS'21) 34 11108-11122 2021年12月  査読有り

Flexible prediction of opponent motion with internal representation in interception behavior 

Biological Cybernetics 115(5) 473-485 2021年8月11日  査読有り

Extraction of swing motion contributing to prediction of shuttle drop position in badminton 

Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI'21) Workshop on AI for Sports Analytics (AISA) 2021年8月  査読有り

Human Navigational Strategy for Intercepting an Erratically Moving Target in Chase and Escape Interactions 

Journal of Motor Behavior 52(6) 750-760 2020年11月1日  査読有り

Spatiotemporal characteristics of an attacker’s strategy to pass a defender effectively in a computer-based one-on-one task 

Scientific Reports 9(17260) 2019年12月  査読有り

Underlying structure in the dynamics of chase and escape interactions 

Scientific Reports 9(1) 2019年12月  査読有り

Modeling agents' locomotor behaviors in chase and escape interactions 

Proceedings of the 11th Asian Conference on Machine Learning Workshop on Machine Learning for Trajectory, Activity, and Behavior (ACML-TAB'19) 2019年11月  査読有り