R-ParVI: Particle-based variational inference through lens of rewards

Yongchao Huang

A reward-guided, gradient-free ParVI method, \textit{R-ParVI}, is proposed for sampling partially known densities (e.g. up to a constant). R-ParVI formulates the sampling problem a…