A safe exploration algorithm learns an unknown receiver bias parameter in repeated information design and achieves O(log log T) regret with a matching lower bound.
Information design with unknown prior.arXiv preprint arXiv:2410.05533, 2024
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Learning to Persuade a Biased Receiver
A safe exploration algorithm learns an unknown receiver bias parameter in repeated information design and achieves O(log log T) regret with a matching lower bound.