♞ ⚔ ⚄ 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]: 8668
[strategy]: wait out
[keypress]: MiscDirection.WAIT

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                   |.----------------.-.-----..---------[--..|                  
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                   |........"..................`.........|   |..--              
                   ---------------------------------------   ----               
Agent the Woman-at-arms        St:17 Dx:17 Co:18 In:11 Wi:8 Ch:9 Neutral S:1635 
Dlvl:8 $:1750 HP:130(130) Pw:30(30) AC:-4 Xp:13/53847 T:86324 Weak Hallu

    @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 }
    }