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Author

Zhe-Yuan Zhang

3 papers indexed here

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#artificial intelligence Preprint Sep 2026

Efficient Test-Time Adaptation through Human-AI Interaction

This work proposes test-time adaptation through human-agent interaction (TAHI), which integrates these signals into agent context and weights, and crystallizes each user's training and evaluation criteria via an evolving rubric module.

Z. Wang, Apurva Gandhi, Rulin Shao et al. · 0 citations

Who embraces AI in play? Exploratory modeling of player preference profiles toward game AI

This study applies Archetypal Analysis to standardized acceptance ratings across eight representative AI application contexts in games to provide an exploratory empirical vocabulary for segmenting game AI audiences and offers preliminary design implications for more context-sensitive and player-sensitive AI integration...

T. Hsu, Jiang-Xu Lin, Wen-Ran Chen et al. · 0 citations

The Double-Edged Sword of Open-Ended Interaction: How LLM-Driven NPCs Affect Players' Cognitive Load and Gaming Experience

Empirical evidence is provided for understanding the "double-edged sword" effect of LLM-NPCs on player experience, and the importance of scenario-sensitive and user-sensitive design in intelligent NPC systems is highlighted.

T. Hsu, Wen-Ran Chen, Jiang-Xu Lin et al. · 4 citations

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