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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]: 5332
[strategy]: inventory-eat
[keypress]: CompassDirection.N

------------------------------------------------------------------------------

What do you want to eat? [kt or ?*]                                             
                                                                                
                     ##################                                         
                     #-----           ###########     -----------      -------  
                     #-.{.|            #        #    #..........-######.<....|  
                     #|...|      ---------      ##`  #|.........|      |.....|  
 ----------          #|...-#    #.........##      ####..........|      |.....|  
 |........|          #....|# ####|.......| #         #|.........|     #-.....|  
 |....>....###########-----###   |.......| #         #-.---.-----     #-------  
 |........|          #      ##   -.------- ##        # ##  #          ###       
 |........|          ###   ###    #         #        #  #####           #       
 |.........#         # ##   #     #         #        #      #           ##      
 ----------##     ------#   #     ##        %        #      ###          #      
            #     |....|%   ##     ##     ########## #        #          #      
            #     |....-#    ### ---|--       @ ---.-#    ----|--------.-#      
            ##    |....|       ##|....|       ##-...-#    |.......>.....|#      
             #####......#########|....|#        |...|     |.............|#      
                  ------        #|....|#########-...|     |..............#      
                                #-....|         |...|     |.............|       
                                 --.---         -----     |.............|       
                                   #                      ---------------       
                                                                                
Agent the Bandit               St:17 Dx:18 Co:18 In:7 Wi:6 Ch:7 Chaotic S:7128  
Dlvl:3 $:0 HP:76(76) Pw:16(16) AC:-2 Xp:8/1732 T:22755 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 }
    }