Series
Criminal Minds: : The team goes after a serial killer who rides the rails like an old-school hobo and kills people who live near the tracks. (9 p.m., WJZ-Channel 13)
America's Most Wanted: America Fights Back: : Pauley Perrette (NCIS) delivers an update on a murder case with two young female victims. With John Walsh. (9 p.m., WBFF-Channel 45)
Movies
Glory: : Denzel Washington won an Academy Award for his performance as a runaway slave who enlists in Robert Gould Shaw's (Matthew Broderick) regiment during the Civil War in director Edward Zwick's 1989 historical drama. (2:30 p.m., TCM)
Taking Chance: : A Marine officer (Kevin Bacon) volunteers to escort the body of a 19-year-old lance corporal killed in Iraq back to his home in Wyoming. Blanche Baker, Guy Boyd and Benjamin Dawley-Anderson also star. (8 p.m. and 11:45 p.m., HBO)
Late-night guests
Talk Show with Spike Feresten: : Actress Jennifer Morrison; actress Shirley Manson; comic Tom Papa. (11 p.m., WBFF-Channel 45)
Saturday Night Live:: Hugh Laurie hosts; Kanye West performs. (11:29 p.m., WBAL-Channel 11)