Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs 事件
PRODUCT_LAUNCH2026-05-26影响: MEDIUM
Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs arXiv:2602.21198v3 Announce Type: replace-cross Abstract: Embodied LLMs endow robots with high-level task reasoning, but they cannot reflect on what went wrong or why, turning deployment into a sequence of independent trials where mistakes repeat rather than accumulate into experience. Drawing upon human reflective practitioners, we introduce Reflective Test-Time Planning, which integrates two modes of reflection:
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Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs
ArXiv CS.CV2026-05-26