Learning the Task or Learning the Verifier? Rethinking Criteria Exposure in Embodied Self-Improvement

Wenbo Huang, Jianxin Bi, Shunyu Yang +10

Self-improving embodied agents are increasingly being developed and compared on robot simulation benchmarks. Several recent works expose the benchmark's success criteria to the lea…