Yes, you can stop a bot that is trading.
By pressing 'Stop this bot', you let the bot stop with trading. The money will move safely into the base coin, which is equal to the US dollar.
You can see more information if you press the 'Withdraw' button. You can choose to reinvest the money in a new bot or return it to your bank account.