LOCU: Lowdin-Orthogonalized Constraint Updates for Multi-Constraint Policy Optimization.

arXiv:2610.26256v1 Announce Type: new Abstract: We investigate multi-constraint policy optimization in constrained Markov decision processes (CMDPs), where interactions among constraint gradients often yield ill-conditioned update directions, causing numerical