From Failures to Learnable Worlds: Policy-Conditioned Environment Generation for Navigation Agents.

arXiv:2610.19420v1 Announce Type: cross Abstract: Simulated environments enable scalable training data generation for embodied agents, but more data does not necessarily provide what a particular agent needs to learn. Existing environment-generation pipelines