I realized that I had my printer, Epson XP-225, installed twice on my Windows 10 system. That is once installed through Windows system itself and once with a software from Epson. After I uninstalled one of them (the Epson software one) Photoshop started printing again without crashing. Just thought I might share that with you all in case it helps someone.
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