In 1366, Albert was elected bishop of Halberstadt (counted as Albert III), Halberstadt being the diocese in which he was born. As Bishop of Halberstadt, he allied himself with Magnus with the Necklace, Duke of Brunswick-Lüneburg, against Gerhard of Berg, Bishop of Hildesheim, and was taken prisoner by Gerhard in the battle of Dinckler in 1367.