I'd say it's easier to start with an SDR receiver and passively listening to stuff. Figuring out remote control protocols and whatnot is relatively easy with those cheap tools. If you still enjoy it after playing with that, then jump to RX+TX tools like this, or a HackRF, or others, depending on what you want to hack.
