To allocate more RAM to Minecraft, open the Minecraft Launcher, go to "Installations," select your profile, click "More Options," and adjust the -Xmx value in the JVM arguments (e.g., -Xmx4G for 4GB). Save and launch the game. Ensure your system has enough available RAM before increasing the allocation.