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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]: 24819
[strategy]: explore
[keypress]: MiscAction.MORE

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Agent the Kunoichi             St:16 Dx:18 Co:17 In:9 Wi:9 Ch:7 Lawful S:9789   
Dlvl:4 $:49 HP:77(77) Pw:26(26) AC:1 Xp:8/2395 T:22404 Hungry 



    @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 }
    }