Survey proposes PAPAV: a unified framework for multimodal embodied agents
MikeShou1 · x · 2026-09-11
A new survey on Multimodal Embodied Agents introduces PAPAV — Perceive → Anticipate → Plan → Act → Verify — a unified, capability-centric framework for understanding multimodal agents, robotic systems, and their convergence.
More from Embodied
- Hybrid LLM agent scores 83.2%, beats nine VLA policies on new SO-101 robot arm benchmark — Truman Hickok · 2026-10-28
- cixliv: robot fighting may be the first realized market where bots beat average humans — cixliv · 2026-10-28
- Can the Hiwonder MentorPi T1 run fully offline as a robot pet? Pi 5 questioned — oulu2006 · 2026-10-28
- Testing Mint Modeler to Build the Menlo Research Robot — freelerobot · 2026-10-28
- Khosla-backed startup builds a 'mind-reading' cap with 100,000 tiny chips to write AI prompts — Distinct-Question-16 · 2026-10-28
- Racer turns Ray-Ban Meta glasses into an AI track coach with Opus 5.5, gains 5.3 seconds per lap — Vjeux · 2026-10-28