You can remember the meaning of 两者 with this easy mnemonic:
Two (两) people (者) both thought the other stole their girlfriend not realizing it was the girl who was playing with them.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.