HF RL Explorer

Convenient access to the variance gradient at a single point in kriging surrogates

Convenient access to the variance gradient at a single point in kriging surrogates: a task in MiMo-V2.6-RL-oss: Agentic RL Environments (MiMo RL release). I'm using KRG (and the MFK variants) for some Bayesian-optimization-flavoured work where, at a candidate point x, I need the gradient of the…

The task

I'm using KRG (and the MFK variants) for some Bayesian-optimization-flavoured work where, at a candidate point x, I need the gradient of the predicted variance — i.e. the partial derivatives of the variance with respect to all input dimensions, evaluated at that one point.…

Part of XiaomiMiMo/MiMo-V2.6-RL-oss.