6 p.m. on CNBC, ‘‘Treasure Detectives’’ — Each episode of this new reality series tracks two cases verifying the authenticity of collectibles, artwork and antiquities to determine whether they are sophisticated forgeries or legitimate collectors’ items. Curtis Dowling, a renowned fakes and forgeries detective, and his team dig into the history and science of potentially counterfeit items on behalf of real collectors.
8 p.m. on 6, ‘‘NCIS’’ — When a case involving an unidentified perpetrator captures the media’s attention, Gibbs (Mark Harmon) is approached by his barber, whose son is at the top of the list of suspects. He wants the NCIS team to investigate and clear his son’s name in the new episode ‘‘Prime Suspect.’’ Michael Weatherly, Cote de Pablo, Sean Murray and Pauley Perrette also star.
9 p.m. on 5, 8, ‘‘Go On’’ — Ryan (Matthew Perry) drowns his sorrows in gambling after his breakup with Simone (Piper Perabo), a habit that escalates when he gets his wife’s life insurance check. Lauren (Laura Benanti) snaps him out of it by beating him soundly at poker. Afterward, he finds a kindred spirit in Anne (Julie White), who’s just suffered her own romantic disappointment, in the new episode ‘‘Double Down.’’
9 p.m. on LIFE, ‘‘Dance Moms’’ - Before leaving for a competition in which their group number has a love theme, the moms try to make a love match for Abby at a speed-dating event, hoping that if she’s in a relationship, she’ll be easier to work with. Jill tries to get private lessons for Kendall so she’ll outdo Nia in the new episode ‘‘All’s Fair in Love and War.’’
10 p.m. on 5, 8, ‘‘Smash’’ — Tom (Christian Borle) shares his suspicions about Peter (Daniel Sunjata) with Julia (Debra Messing), and he’s not alone: Karen (Katharine McPhee) also wonders if she can trust him. Jimmy and Kyle (Jeremy Jordan, Andy Mientus) are on pins and needles as ‘‘Hit List’’ gets its first reading. Ivy (Megan Hilty) meets her new co-star, Terry Falls (Sean Hayes, ‘‘Will & Grace’’), in the new episode ‘‘The Read-Through.’’
10 p.m. on USA, ‘‘White Collar’’ — Neal and Peter (Matt Bomer, Tim DeKay) are one heist away from retrieving the evidence box hidden inside the Empire State Building. Meanwhile, Sen. Pratt (Titus Welliver) has enlisted a small army of FBI agents to find the box before Neal does in the season finale, ‘‘In the Wind.’’