For more than a decade, most major Western oil companies have had little access to Venezuela’s reserves, the world’s largest, owing to a wave of nationalizations of their operations in the country in the mid-2000s and subsequent US sanctions.

The U.S. government partially shut down over the weekend, as part of a continuing clash over the Trump administration’s immigration policies after federal agents killed two American citizens in Minnes...