WORLDTECHRobotics SINGLE SOURCE
Bilinear World Models: Learning Representations with Structured Dynamics for Efficient Control
First reported Source: arXiv Robotics (cs.RO)Last editorial activity
What happened
arXiv:2609.36305v1 Announce Type: new Abstract: World models jointly learn latent representations and dynamics that predict how high-dimensional observations evolve under actions. This structure enables efficient planning and control while shifting the modeling burden onto the encoder, encouraging richer representations that expose the controllable geometry of the system.
Sources & evidence
- arXiv Robotics (cs.RO) Reporting source
Bilinear World Models: Learning Representations with Structured Dynamics for Efficient Control ↗
https://arxiv.org/abs/2609.36305