The two part “Surviving R. Kelly: The Final Chapter” (Lifetime, 9 p.m.) concludes. Part one repeats at 8. 

“American Experience” (PBS, 9 p.m., check local listings) looks at the history of the polygraph. 

The First Lady finds out Jason is still alive on “Tyler Perry’s The Oval” (BET, 9 p.m.). 

“Below Deck Adventure” (Bravo, 9 p.m.) throws a game afternoon for the guests. 

Shawn and the Kellys come to blows on “Bering Sea Gold” (Discovery, 8 p.m.). 

Greg is injured when he gets back to the boat on “Ice Cold Catch” (Discovery, 10 p.m.). 

On “Chef Dynasty: House of Fang” (Food, 9 p.m.), Chef Kathy Fang tries a risky night of fusion. 

Auditions continue on “America’s Got Talent: All-Stars” (NBC, 8 p.m.). 

“Little People, Big World” (TLC, 9 p.m.) hits pumpkin season.

A trip to Brooklyn is taken on “I Am Shauna Rae” (TLC, 10 p.m.). 

Marion Davies is star of the month on Turner Classic Movies. The Tuesday night series begins with “The Bride’s Play” (8 p.m.), “Beauty’s Worth” (9:30 p.m.), “When Knighthood Was in Flower” (11 p.m.), “Little Old New York” (1:15 a.m.), “Beverly of Graustark” (3:a.m.) and “The Red Mill” (4:45 a.m.). 

During the day are films of Ray Milland, born this day in 1907, with “Wise Girl” (6:45 a.m.), “Payment Deferred” (8 p.m.), “Night into Morning” (9:30 a.m.), “Close to My Heart” (11 a.m.), “Blonde Crazy” (12:45 p.m.), “The Safecracker” (2:15 p.m.), “A Life of Her Own” (4 p.m.) and “Dial M for Murder” (6 p.m.).

Basketball includes Washington at Milwaukee (NBA, 8 p.m.).

Hockey includes Dallas at Los Angeles (ESPN, 10 .m.).  

Men’s college hoops include Marquette at St. John’s (Fox Sports 1, 6:30 p.m.),  Mississippi State at Tennessee (ESPN2, 7 p.m.), Syracuse at Louisville (ESPNU, 7 p.m.), Ball State at Toledo (CBS Sports, 7 p.m.), LSU at Kentucky (ESPN, 8 p.m.), Seton Hall at Creighton (Fox Sports 1, 8:30 p.m.), Kansas at Texas Tech (ESPN2, 9 p.m.), Utah State at Air Force (CBS Sports, 9 p.m.) and New Mexico at Fresno State (CBS Sports, 11 p.m.). 

Women’s games include Temple at South Florida (ESPNU, 5 p.m.). 

Daytime Talk

Kelly Ripa and Ryan Seacrest: Ana Gasteyer, Scott Cann, Dr. Sue Yarma. The View: Quinta Brunson. The Talk: Jenna Dewan. Drew Barrymore: Zanna Roberts Rassi, Pilar Valdes. Kelly Clarkson: Kit Hoover, Frida Gustavsson, Kelly Rizzo. Jennifer Hudson: Adrienne Bailon-Houghton, Lisa Ann Walter. Tamron Hall: Dionne Warwick, Damon Elliott. 

Late Talk

Most shows return from long holiday breaks: Stephen Colbert: Michelle Obama, Quinta Brunson, Tom Papa. Jimmy Kimmel: Seth Rogen, Diego Calva, Aoife O’Donovan with Allison Russell. Jimmy Fallon: Ana de Armas, Luke Grimes, Protojoe. Seth Meyers: Michael Shannon, Danielle Brooks, Maya Stepansky. James Corden: Nick Kroll, Florence Welch, Florence and the Machine (rerun).