DRAM achieves truthful reporting with high probability and optimal Õ(√T) regret in sequential multi-agent mechanism design by iteratively shrinking distributionally robust ambiguity sets.
Shengling Wang, Xidi Qu, Qin Hu, Xia Wang, and Xiuzhen Cheng
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Multi-agent Adaptive Mechanism Design
DRAM achieves truthful reporting with high probability and optimal Õ(√T) regret in sequential multi-agent mechanism design by iteratively shrinking distributionally robust ambiguity sets.