Strategyproof Deep Reinforcement Learning for Online Resource Allocation.

arXiv:2610.37504v1 Announce Type: cross Abstract: Online resource allocation faces two coupled challenges: (1) allocating scarce resources efficiently under uncertain future demand, and (2) ensuring that agents report task valuations and requirements truthfull