Can an apple remote battery die? If yes how do you recharge

If it's the Siri remote, plug a lightning cable into the remote and then into a wall charger or computer USB port.

How to replace the battery in your Apple Remote - Apple Support

The have been three four remotes for various models of Apple TV. The discontinued models had removable batteries. The current models have non-removable rechargeable batteries.