Emergence of Physical Intelligence via Controllable Information Production.

arXiv:2601.22449v3 Announce Type: replace Abstract: Intrinsic Motivation (IM) aims to train agents without external rewards, enabling useful behavior to emerge from the agent's interaction with its environment alone. However, the dominant IM approaches rely on