Ageof Empires II: Definitive Edition. Could this be solved by a timed change in AI difficulty as an option? So I set the AI to start as medium difficult and become later on (bound to a timer or the Age advancement) i.e. extremely difficult? I don't think the difficulty-difference will be super big if it changes to a harder difficulty
Ageof Empires 3 Definitive Edition 4K UHD Gameplay: MEMBERSHIPS: http://bit.ly/YT-Memberships★Buy Cheap Games https://www.

AICD is from the original game. It's fairly dumb, also cheats for resources at Hard and Hardest I believe. AI HD is from the 2013 HD version, it is a bit better than the original AI. Also cheats for resources at harder difficulties. as u/MShepard23 pointed out, the HD ai doesn't resource cheat. AI is the new DE AI.

UnitedStates Civilization. This content brings the United States as a playable civilization to Age of Empires III: Definitive Edition for the very first time. The United States civilization provides a broad range of new content, including: a unique Explorer & Home City, 9 units, 2 buildings, and Home City shipment cards specific to the United States.

ShortAnswer: The definitive edition AI does not cheat. Then the developers did a good job comparing it to how lame the default AI was in the original Age of Empires 2. It's better across the board apart from the fact it can't wall. It's also possible to exploit just like any AI.
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age of empires 3 definitive edition ai difficulty differences