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cs.AI2026
MetaSpace: Metamorphic Testing for Spatial Cognition in Embodied Agents
Gengyang Xu, Dongwei Xiao, Yiteng Peng +1
An embodied agent is an intelligent entity that interacts with its environment through a physical body. Currently, the evaluation of embodied agents primarily relies on two paradig…
cs.AI2026
EE-MCP: Self-Evolving MCP-GUI Agents via Automated Environment Generation and Experience Learning
Tiantian He, Yihang Chen, Keyue Jiang +4
Computer-use agents that combine GUI interaction with structured API calls via the Model Context Protocol (MCP) show promise for automating software tasks. However, existing approa…