AAAI 2026technical0 citations
EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVer
Pukun Zhao, Longxiang Wang, Miaowei Wang, Chen Chen, Fanqing Zhou, Haojian Huang
Abstract
Most existing spatial reasoning benchmarks focus on static or globally observable environments, failing to capture the challenges of long-horizon reasoning and memory utilization under partial observability and dynamic changes. We introduce two dynamic spatial benchmarks—locally observable maze navigation and match-2 elimination—that systematically evaluate models
BibTeX
@inproceedings{aaai2026_evoempirbenchdyn,
title = {EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVer},
author = {Pukun Zhao and Longxiang Wang and Miaowei Wang and Chen Chen and Fanqing Zhou and Haojian Huang},
booktitle = {AAAI 2026},
year = {2026}
}