Sharing scarce resources is a key challenge in multi-agent interaction, especially when individual agents are uncertain about their future consumption. We present new auction mechanism for preallocating multi-unit among agents, while limiting the chance of resource violations. By planning constraint, we strike balance between worst-case approaches, which under-utilise resources, and expected-ca...