While there isn't a single famous academic "Deep Paper" by that exact title, the phrase typically refers to research in using Super Mario Bros. (NES) as a primary benchmark for AI agents . Core Research Themes

: It uses 32KB for game code and music (PRG ROM) and 8KB for graphics (CHR ROM).

: High-grade, early-print "sticker sealed" copies of the game have sold for record-breaking amounts, including a notable $100,000 sale . Building a Deep Q-Network to Play Super Mario Bros

Research involving Super Mario Bros. on the NES often focuses on training agents to navigate complex environments using only visual input. Key papers and projects include:

The "depth" of the NES original is also frequently discussed in the context of its legacy:

: Unlike later games that used "mappers" to swap memory banks, the original Super Mario Bros. fit everything into a static space without bank-switching. Cultural and Market Value

: It is credited with reviving the video game industry after the 1983 crash.