The throng at the capitol then stood up and chanted "take a knee" and "who do you protect?" as officers faced them.
Evening curfews were ordered in dozens of cities following a week of protests over the death of 46-year-old George Floyd in Minneapolis police custody.
Largely peaceful during the day, crowds have in previous nights erupted into vandalism, arson and looting after dark.