GPU not working on Rocky Linux with XRDP session

[ALL-SPACE-Anas]

I am running Rocky Linux 8.6 server and I use XRDP to connect to it from Windows 10 RDP app. I have been noticing that GPU doesn't support graphics whenever I run graphics intensive processes while connected through XRDP. When I'd connect directly to the server (without XRDP), GPU would work just fine. I am able to confirm this from the command watch nvidia-smi. I have not been able to find a solution to it online. Please suggest any solutions possible.

XRDP Version: 0.9.20
GPU: NVIDIA Corporation GK107GL Quadro K2000
NVIDIA Driver Version: 470.141.03
CUDA Version: 11.4

Let me know if you need any further info,
thanks,