2026
REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning?
ICLR 2026poster
Robot task planning decomposes human instructions into executable action sequences that enable robots to complete a series of complex tasks. Although recent large language model (LLM)-based task planners achieve amazing performance, they assume that human instructions are clear and straightforward.…