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Bingjie Zhang · Yibo Yang · Ren Zhe · Dandan Guo · Jindong Gu · Philip Torr · Bernard Ghanem
Alhim Adonai Vera Gonzalez · Carlos Hinojosa · Karen Sanchez · Haidar Bin Hamid · Donghoon Kim · Bernard Ghanem
Can generative agents be trusted in multimodal environments? Despite recent advances, agents remain limited in their ability to reason about safety, coherence, and trust across modalities. We introduce a reproducible simulation framework to evaluate generative agents in three aspects: (1) safety...
Weiyu Ma · Yuqian Fu · Zecheng Zhang · Bernard Ghanem · Guohao Li
We introduce AVACraft — the first multimodal benchmark environment for complex decision-making in StarCraft II, supporting both traditional Multi-Agent Reinforcement Learning (MARL) and modern Vision-Language Model (VLM) paradigms. Existing StarCraft II environments like SMAC rely on abstract sta...