Gas prices are affected by a ton of factors, and Presidential and frankly U.S. policy as a whole is pretty low down the list. Covid and the Russia-Ukraine War are acute global crises that would have spiked the price of gas even in a world with Trump and a Republican Congress.
Long-range planning to wean ourselves off fossil fuels would certainly help… but guess who hasn’t wanted to do that for decades, lol?