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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]: 63693
[strategy]: offer corpses
[keypress]: Command.REMOVE

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What do you want to sacrifice? [R or ?*]                                        
                                                                                
                 #      #                                                       
                `##   --|--         #          #                                
                ######.....##*######`###[####`##                                
              ####  # |...|   ####             #                                
              #     ##....-#  #------          #              #                 
              #      #.----#  #|.(..|          #          ----|-----------      
             ##      ###   ####|.(..+################`####...............|      
   ------   ##         #      #|@...|###!----------       |..........(..^|      
   |....|  ##          # ` #(##.))...####%{......|      #...[.)...*.....|      
   |!.<..###################   |....|) ##|....)...-#######|..........!!.!|      
   |....|#####-------.--#      ------#  #.........|       ----------------      
   |!...-#   #..........#            #   |........|                             
   ------#    |........|         #####   --|-------                             
         #####........>.##########         #                                    
              ----------                                                        
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
Agent the Adept                St:14 Dx:16 Co:18 In:10 Wi:16 Ch:10 Chaotic S:95 
Dlvl:3 $:0 HP:82(87) Pw:67(67) AC:-3 Xp:8/2354 T:28462  



    @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 }
    }