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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]: 74929
[strategy]: cure disease
[keypress]: CompassDirection.E


This sprig of wolfsbane is delicious!  You feel purified.                       
Agent the Fighter              St:17 Dx:14 Co:18 In:8 Wi:8 Ch:10 Lawful S:9464  
Dlvl:4 $:126 HP:72(89) Pw:12(12) AC:-3 Xp:8/2292 T:22686 

    @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 }