Directly reboot into a new kernel.
kexec -l {{path/to/kernel}} --initrd={{path/to/initrd}} --command-line={{arguments}}
kexec -l {{path/to/kernel}} --initrd={{path/to/initrd}} --reuse-cmdline
kexec -e
kexec -u