I Would Like To Know How To Alleviate Muscle Aches

I would like to know how to alleviate muscle aches post work out, two days after work out. I am specifically talking about bicep pain. I can only stretch so much and the ibuprofen didn't help much. Seems like i recall it is from a build up of lactic acid. I am supposed to work out again today