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

Yue Zhang, Han Lin, Zun Wang +3

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 env…