It's not possible to wash weight vests in a washing machine. However, you can wipe them off with a damp cloth. Also feel free to use Febreeze or soap and water if it starts to get a little bit stinky. The key to preventing this is to store it in a place with good airflow between uses (and cooler is better than hot).