Jose Tupayachi

Learning to Harvest Without Collapse in a Regenerative Commons: A Lagrangian Framework

A nonstationary Lagrangian framework that constructs a policy sequence from solutions of unconstrained games or cooperative control problems, and proves a reward-independent feasibility certificate, cooperative feasibility and approximate optimality against feasible policy mixtures, and an extension to unbiased sampled...