Homicide detectives said Monday that they want to talk with Robert Wagner, the then-husband of Oscar-nominated actress Natalie Wood, who died mysteriously in 1981.

Wood, who was best known for her roles in Miracle on 34th Street, West Side Story and Rebel Without a Cause, was 43 when she died on Nov. 29, 1981. The actress was sailing off the coast of California's Catalina Island with her then-husband, Wagner, now 87, and her Brainstorm co-star Christopher Walken. Wood was discovered floating face down, although it's unclear exactly how she entered the water.

ABC News reports Homicide Bureau Lt. John Corina of the Los Angeles County Sheriff's Department told reporters Monday, "We want to talk with Robert Wagner."

"He's a person of interest because he was the last person with her before she went in the water," Corina added. "He was the last person with her, arguing before everything went quiet."

Corina said Monday that Wagner was the one who alerted those on the boat that Wood had gone missing.

Corina emphasized that right now the department is "not pressing charges on anyone. We're still just trying to figure out what happened."

"Do we have enough to make an arrest at this moment? No," the statement said.