♞ ⚔ ⚄ HiHack ⚀ ⚔ ♝

About

HiHack is a hierarchical, large-scale offline dataset for NetHack. This dataset contains three billion keypresses of game-play spanning one hundred thousand unique games played by the winner of the NeurIPS 2021 NetHack Challenge Competition, the symbolic AutoAscend bot. Each keypress is accompanied by a full view of the game and is annotated with structured labels reflecting the bot's internal goal.

[game-id]: 10279
[strategy]: engulfed-fight
[keypress]: TextCharacters.SPACE

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You hit the ice vortex.  You are freezing to death!--More--                     
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                          /-\                   
                                                          |@|                   
                                                          \-/                   
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
Agent the Embalmer             St:18/03 Dx:16 Co:18 In:9 Wi:16 Ch:18 Neutral S: 
Dlvl:7 $:393 HP:72(75) Pw:68(68) AC:-12 Xp:9/4006 T:39662 Satiated

    @misc{ piterbarg2023nethack,
          title={ NetHack is Hard to Hack }, 
          author={ Ulyana Piterbarg and Lerrel Pinto and Rob Fergus },
          year={ 2023 },
          eprint={ 2305.19240 },
          archivePrefix={ arXiv },
          primaryClass={ cs.LG }
    }