ICPRL: Acquiring Physical Intuition from Interactive Control

By: Xinrun Xu, Pi Bu, Ye Wang, Börje F. Karlsson, Ziming Wang, Tengtao Song, Qi Zhu, Jun Song, Shuo Zhang, Zhiming Ding, Bo Zheng

Published: 2026-03-17

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Abstract

The paper explores methods for AI systems to acquire physical intuition through interactive control, a crucial step towards developing more intelligent and adaptive robotic systems capable of performing complex tasks in unpredictable real-world environments.

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ICPRL: Acquiring Physical Intuition from Interactive Control | ArXiv Intelligence