HP pavilion gaming laptop randomly restarts with no warning, no bsod

[Windows 11]

Hi, I have an HP Pavillion "Gaming" laptop that is approximately 2.5 years old. It has been randomly restarting with increasing frequency. No BSOD (typically), just cuts to the logo page and restarts. I say typically because there have been a few BSOD screens after it's restarted an excessive amount of times. When it started I ran SFC and CHKDSK scans which seemed to decrease frequency but didn't fix the issue. I tried system restore twice. First to a restore before the first occurance, then to the oldest restore I had. Nothing worked. I hired a mobile technician, he ran some diagnostics from

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