There is more to the decline in reserves and replacement than not looking for it because the price is low, although that does not help the situation. The last times that oil was expensive, relatively few new reserves were discovered. Prices are low now due to the use of the latest production methods, which are expensive, yet so successful that oil prices declined. That has caused an inversion of prices in relation to cost of production that has forced many producers into flow at max rates to maintain cash flow, which has also resulted in over 250 oil companies into bankruptcy. That BTW has obviously not helped exploration. When you drill down into the data you can also see that almost all of oil being supplied now, especially from the US, Is from unconventional wells many of which are using enhanced production techniques, thus both total reserves are declining as well as recoverable reserves, because all of this oil we are seeing now is not being replaced by new finds. Furthermore the enhanced production methods and fracked wells have short life spans. Many will produce for less than 5yrs with steep decline curves. That is very different from traditional fields, of which many have produced for 50yrs or more.
All the above, plus a decreasing probability of finding new reserves making for low probable reward, are indicating we will soon arrive at the mother of all pinch points, from which current technology, nor currectly known possibilities in the geologist's bag of tricks, has any solution. Placing your faith in the "Higher prices brings more supply" model won't work when supplies are not governed by market principles. It flips to "higher prices brings higher prices" mode.