while True: learn() similar games & best alternatives

while True: learn()

PlayStation 4, Linux, Android, PC (Microsoft Windows), iOS, Mac, Xbox One, Nintendo Switch • 2019

Should you play it?

You’re a machine learning specialist who makes neural networks but your cat seems to be better at it. Now you must solve puzzles to build a cat-to-human translation system (who knows what else this cat is capable of!). Earn a fortune, buy kickass cat outfits, learn how machine learning really works!

What works

  • Engaging and challenging puzzles
  • Educational introduction to machine learning concepts
  • Creative problem-solving with reusable components
  • Humorous story and charming cat theme
  • Good value for price

Things to keep in mind

  • Some ui clunkiness and bugs reported
  • Limited depth in actual programming education
  • Short overall game length
  • Lack of multiplayer or social features
  • Some puzzles can be frustrating due to unclear instructions or balancing

What to play next

Top picks

Games that feels the closest overall

  • Juufuutei Raden™'s Guide for Pixel Museum

  • Paint it Back

  • Last Call BBS

  • Khimera: Puzzle Island

  • tERRORbane

  • Slider

Less expressive

Games that feels like while True: learn() but with less self-expression and customization

  • Chronoquartz

  • Please, Don’t Touch Anything

  • CaseCracker2

  • Cyber Manhunt

  • Agent A: A puzzle in disguise

  • Tiny Room Stories: Town Mystery

More competitive

Games that feels like while True: learn() but with more competition against others

  • SpaceChem

  • SHENZHEN I/O

  • Opus Magnum

  • TIS-100

  • Silicon Zeroes

  • Sunshine Heavy Industries

Choose your own criteria ->

Similarity map

How to compare these games

Compare nearby games

Each card is a nearby game on the similarity map, compared with while True: learn(). Swipe sideways to move between games. Titles already listed in What to play next are left out.

  • Cover and title: open that game’s page.
  • What works / keep in mind: the same highlights as the desktop comparison panel.
  • Bars: the main motivational differences versus this game.
How to use the graph

Similarity map

Each dot is a game placed from its motivation profile relative to this page’s game. Direction shows which motivation differs most; distance along that axis shows how large the gap is.

  • Purple star: this page’s game at the centre — everything is relative to it.
  • Direction: each axis is a main motivational difference vs this game (e.g. more / less competitive).
  • Distance on an axis: how large that difference is (ring scales show +/− points).
  • Coloured chips: click to highlight games that mainly differ on that motivation; click again to reset.
  • Dotted line: link between this page’s game and the one selected for comparison.
  • Hover a dot to preview that game in the panel on the right; click to keep that comparison.
  • Scroll or double-click the chart to zoom.

How to read the map This is a polar difference map: direction = which motivation differs, and distance = how much (same units as the sidebar deltas).

Swipe to compare nearby games with while True: learn(). These titles are not in What to play next.

while True: learn(): A very typical example of its motivational profile. Motivations that often define this kind of title include Violence, Fantasy, Thrill, Story. Here, the score leans higher than usual among comparable games on Story. It leans lower than usual among comparable games on Idle, Leadership.

Last update: 21/08/2026