They led marches, waved signs reading "black lives matter" and shouted chants of "hands up, don't shoot," the refrain that has become a rallying cry in protests over police killings across the US.
The most disruptive demonstrations were in Oakland, California, where protesters flooded the lanes of freeways with their hands raised in the air.
In New York City, the family of Eric Garner, a black man killed by a police chokehold earlier this year, joined civil rights leader Reverend Al Sharpton at a speech in Harlem lamenting the grand jury's decision.
Later, several hundred people who had gathered in Manhattan's Union Square marched peacefully to Times Square.
A protester demonstrates in Times Square after the grand jury's decision not to indict Ferguson police officer Darren WilsonCarlo Allegri/ReutersProtesters carry a sign reading "black lives matter" as they demonstrate in Times SquareCarlo Allegri/Reuters
In Los Angeles, which was rocked by riots in 1992 after the acquittal of police officers in the videotaped beating of Rodney King, police officers were told to remain on duty until released by their supervisors.
About 100 people gathered in Leimert Park, and a group of religious leaders held a small news conference demanding changes in police policies.
People chant and hold up protest signs during a demonstration in Los Angeles, CaliforniaLucy Nicholson/ReutersPeople lie on the ground on Rodeo Drive and Wilshire Blvd during a demonstration in Beverly Hills, CaliforniaJonathan Alcorn/Reuters
In Seattle, marching demonstrators stopped periodically to sit or lie down in city intersections, blocking traffic before moving on, as dozens of police officers watched.
A woman gets water poured on her face after police pepper sprayed demonstrators attempting to stop traffic on Interstate 5 in Seattle, WashingtonJason Redmond/Reuters
In Washington, people held up signs and chanted "justice for Michael Brown" outside the White House.
Protesters gather outside the White House in Washington, DC after the announcement that the white policeman who shot and killed an unarmed black teenager will not face chargesMandel Ngan/AFPHundreds of demonstrators, many of them Howard University students, lie on the ground in protest outside the White House after the Ferguson grand jury decision was announcedChip Somodevilla/Getty Images