Google how to bring a dead battery back alive.
There are numerous videos showing how plugging the charger in, then unplugging it, then plugging it back in, and repeating actually gets the charger to charge the battery once again.
Mine are still good so I haven’t tried it yet, but you might want to take a look at them and see if it works for you.