4 papers
Scouting By Reward: VLM-TO-IRL-Driven Player Selection For Esports
Qing Yan, Wenyu Yang, Yufei Wang +4
Traditional esports scouting workflows rely heavily on manual video review and aggregate performance metrics, which often fail to capture the nuanced decision-making patterns neces…
BrainStack: Neuro-MoE with Functionally Guided Expert Routing for EEG-Based Language Decoding
Ziyi Zhao, Jinzhao Zhou, Xiaowei Jiang +6
Decoding linguistic information from electroencephalography (EEG) remains challenging due to the brain's distributed and nonlinear organization. We present BrainStack, a functional…
Contrastive Masked Autoencoders for Character-Level Open-Set Writer Identification
Xiaowei Jiang, Wenhao Ma, Yiqun Duan +2
In the realm of digital forensics and document authentication, writer identification plays a crucial role in determining the authors of documents based on handwriting styles. The p…
Contrastive learning-based agent modeling for deep reinforcement learning
Wenhao Ma, Yu-Cheng Chang, Jie Yang +2
Multi-agent systems often require agents to collaborate with or compete against other agents with diverse goals, behaviors, or strategies. Agent modeling is essential when designin…