Addressing Myopic Constrained POMDP Planning with Recursive Dual Ascent

Paula Stocco, Suhas Chundi, Arec Jamgochian +1

Lagrangian-guided Monte Carlo tree search with global dual ascent has been applied to solve large constrained partially observable Markov decision processes (CPOMDPs) online. In th…