Abstract: Markov decision process (MDP) is a wellknown framework for devising the optimal decisionmaking strategies under uncertainty. Typically, the decision maker assumes a stationary environment which is characterized by a ...

Abstract: AbstractSafety-critical sounds are crucial to alert nearby workers of potential dangers such as reversing mobile equipment at construction sites. However, due to the loud ambient noise on highway construction sites, workers ...