Optimal Regret Exponents for Bayesian Statistical Decision Problems

Hyun-Young Park, Si-Hyeon Lee

We study finite-state finite-action Bayesian statistical decision problems. While exact error-exponent characterizations are known for several special cases, including hypothesis t…