“Do This Instead”—Robots That Adequately Respond to Corrected Instructions

C Thierauf, R Thielstrom, B Oosterveld… - ACM Transactions on …, 2024 - dl.acm.org
Natural language instructions are effective at tasking autonomous robots and for teaching
them new knowledge quickly. Yet, human instructors are not perfect and are likely to make …

Enhancing Agent Communication and Learning through Action and Language

H Caselles-Dupré, O Sigaud, M Chetouani - arxiv preprint arxiv …, 2023 - arxiv.org
We introduce a novel category of GC-agents capable of functioning as both teachers and
learners. Leveraging action-based demonstrations and language-based instructions, these …