✉news TechnologyRobotics first seen 10 h ago, last 5 h ago, peak #14
New Survey Maps Affordance Learning for Robotic Manipulation
Original: Affordance Learning With Foundation Models: A Survey From Perception to Robotic Manipulation
A new survey paper examines how foundation models are being used for affordance learning in robotics, tracing the pipeline from perception through to robotic manipulation. The work reviews how large pre-trained models help robots understand what actions objects afford, consolidating recent progress across vision, language and control. Researchers say the field is moving quickly as general-purpose models are adapted for physical tasks.
Why now: Foundation models are a fast-moving research area and surveys consolidating progress toward robot manipulation draw attention from the robotics community
alphaXivfoundation modelsroboticsaffordance learning
Rank over time, top of the chart is #1. 5 snapshots from 10 h ago to 5 h ago.
Evidence
- Affordance Learning With Foundation Models: A Survey From Perception to Robotic Manipulation · alphaXiv
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