Author

Zi-Xuan Dong

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Preprint Oct 2026

From Code to Playable Systems: CEGame-Bench for Long-Horizon Game Creation Agents

A game ships when a player can launch it, finish it, and return to a saved world, none of which a successful build guarantees, yet game-creation agents are mostly tested on one engine or on one-prompt browser games. We present CEGame-Bench, the first long-horizon benchmark for complete-game creation across five product...

Zi-Xuan Dong, Yang-Hai Wang, Han-Yan Bian et al. · 0 citations

#artificial intelligence Preprint Sep 2026

GameLogicBench: Evaluating Coding Agents on Runtime Game Logic with Tick-Level State Assertions

This work introduces GameLogicBench, a benchmark of 72 gameplay-logic tasks in Godot projects, and compared versions of the benchmark evaluator built with and without validation using mutants.

Xin-Yu Che, Yun-Fei Ge, Shi-Hao Li et al. · 2 citations

#artificial intelligence May 2026

QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents

Evaluating three frontier VLMs in both homogeneous and cross-model adversarial settings, it is found that even the strongest agent hallucinates 15.1% of its verifiable spatial claims and 11.5% of accusations are strictly unsupported.

Ye Yuan, Ruiqi Song, Wei-En Li et al. · arXiv.org · 2 citations