♞ ⚔ ⚄ 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]: 601
[strategy]: follow guard
[keypress]: Command.APPLY

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You drop 1071 gold pieces.                                                      
                                                                                
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          ####         ##     ##   `       ###|......| #    ##..|-|.-  # -----  
       ####             ##    #              )-...(.0.)##  !##### # #           
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       #                 #    #              ####)##[[[###   `  *               
      ##                 ###--|---                  ##  ####(####               
   ---|----                #-....|                  ##[%#(###[|-.----           
   |......|                 |....|                 `  #####`#-.*!...|           
   |......|                 |.....#############.--.--[|--  ) |......|           
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   |......|                 |....|            #|........|   #|!.....|           
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   |.....>|                                   #----------#   |......|           
   --------                                   #####`####(#   --------           
                                                                                
Agent the Brigand              St:18/05 Dx:15 Co:18 In:8 Wi:9 Ch:7 Chaotic S:63 
Dlvl:4 $:0 HP:108(108) Pw:23(23) AC:1 Xp:11/15885 T:73758 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 }
    }