Yes, RAM can increase FPS to some extent. You can say that It can improve the FPS a little bit. However, don't expect the RAM to do miracles for you. Instead, you should turn towards the CPU and GPU to drastically improve the FPS. These two devices are more responsible for FPS increase or decrease than the RAM itself.