You can remember the meaning of 抱怨 with this easy mnemonic:
Stop complaining and hold (抱) my baby. He should be the one complaining (怨) since you have such stiff arms.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.