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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]: 68
[strategy]: fight
[keypress]: CompassDirection.W

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The black unicorn butts!  The black unicorn misses!                             
                                                                                
                                                                                
                      -----                                    -------          
                      |....###                             ####......|          
                      |#..|  ##                                |..%>)|          
                      ---.-   #                               #......|          
                       ###    %#                              #|.....|          
   ------             ##       #                              #-.-----          
   |.....#    `####################                          ## #               
   |....|             #          ##%#########                #  ###             
   |.....######    ####          #-------   #[##   --------  #    #             
   ------     #  --%-----        #...(...##########|.......###    #             
              ###|......|         |.....|         #|...u@.|       #             
                #.......|         |.....-#        #|......|       #             
                 |......|         |.....|##########.......|       #             
                 |......|         --.----         #|......|     --.---------    
                 |......|           #             #--------     |..........|    
                 |......|                         #######`######...<.......|    
                 --------                                       |..........|    
                                                                ------------    
                                                                                
Agent the Embalmer             St:14 Dx:14 Co:17 In:9 Wi:17 Ch:16 Neutral S:845 
Dlvl:4 $:82 HP:12(88) Pw:66(66) AC:-5 Xp:8/2077 T:27201  



    @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 }
    }