PRISM: : Planning and Reasoning with Intent in Simulated Embodied Environments

Yunn Kang Lim, Pengzhan Sun, Ziyi Bai +4

When an LLM-based embodied agent fails at a household task, the culprit could be misidentified objects, forgotten sub-goals, or poor action sequencing -- yet existing benchmarks re…