Oil exploration in continuous time

An earlier study by the author and others considered the problem of obtaining optimal strategies for drilling for various models of oil exploration. The oil exploration in those models was modelled as a Bayesian sequential decision problem with a Markovian structure in discrete time. The paper generalises the models to a continuous time set-up and optimal strategies for drilling are obtained explicitly in some special cases.