Need remote control advice

I'm getting ready to buy a learning remote to control all of my components and have a situation where my audio components are in a cabinet that is at an angle from the listening position. I have to lean forward to change the volume which is a real hassle. Are there remotes that have stronger signals or is there another solution? Thanks in advance.