Non slip mats

I recently bought a new exercise mat and I HATE it...its so slippery that its impossible to do push-ups and planks properly, even when I'm not dripping in sweat. I have tried placing a towel on top but it doesn't really help. Does anyone have any suggestions of what material I should be looking for when I buy a replacement?