How do I open the Windows Task Manager during a Remote Desktop session?

Right-click the taskbar and click Task Manager. CTRL+Shift+Esc will serve the purpose if its not allowing to click anywhere.

Ctrl+Alt+End t

Or click Start → Run, then type taskmgr.