"I fed a recurrent neural network with the scripts for every episode of friends and it learned to generate new scenes," Herd wrote on Twitter as he shared examples of the computer's work.
Herd told the Daily Beast that the computer generates scenes by predicting the next letter in a sequence based on the information provided by the Friends scripts.
The computer can quickly recreate the structure of a television script through this process, but the content likely wouldn't be suitable for the upcoming Friends reunion.
"It can generate stuff within minutes, but it's barely English," he said. "A lot of it is still nonsense."
The computer generated scripts contain some minor oddities including a scene that opens with Monica and Phoebe dancing in Monica and Rachel's apartment. They also include some entirely nonsensical word pairings such as a stage direction that read "All the dinner enters" and a line that had Monica exclaim "Chicken Bob!" after Chandler informs her that Phoebe liked his pants.
Herd speculated that his project could actually be valuable to television producers if he manages to fix these strange quirks.
"I reckon I could tweak this a bit and sell it to a network," he wrote on Twitter. "All I'd have to do is push a button and BAM, top quality sitcom fodder ready to go."
i fed a recurrent neural network with the scripts for every episode of friends and it learned to generate new scenes pic.twitter.com/RIPvYuzEJM— Andy Pandy (@_Pandy) January 18, 2016