Sam Earle

@smearle.bsky.social

31 Followers 9 Following

PhD at NYU in AI and Games. RL, environment generation, open-ended learning.

Three series of screenshots from different PuzzleScript games: LimeRick, Kettle, and Take Heart Lass.
A series of plots comparing the speed of the original PuzzleScript to PuzzleJAX in various games, when PuzzleJAX is run at different batch sizes (i.e. number of concurrent parallel environments). PuzzleJAX is faster, particularly at larger batch sizes.
A sequence of GIFs, each showing solutions (sometimes partial ones) to a different PuzzleScript game generated by tree search. The games range from Sokoban-likes, demakes of Go and 2048, dungeon-crawler type games, games where the player must control or prevent flows of water or similar flooding tiles, games where enemies march toward the player when they are across from the player, etc.