Adaptive Incentive Design in Dynamic Principal-Agent Problem via Kernelized Bandits

Arghya Mallick, Anuj S. Vora, Sergio Grammatico +1

We consider the dynamic principal-agent problem under asymmetric information, wherein a principal sequentially designs contracts to incentivize an agent with unknown preferences an…