♞ ⚔ ⚄ 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]: 98768
[strategy]: emergency
[keypress]: Command.PRAY

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You faint from lack of food.  You regain consciousness.                         
                                                                                
                                     ########                                   
       -----     --------            -------#   ------                          
       |...|     |_.<...|            |.....|#  #.....|                          
       |...|     |....%.|            |......####|....|         ---------        
       |..>|    #-......-##          |.....| ###.....|         ........|        
       |...|    #-------- #          |.....|    |....|       # |.......|        
       -|---    #         #          |.....|    -|----    #####........|        
        #       #         #          --|----     # #      #   #-----.---        
        #       ####      #           ##         #[       #####     #           
        #          #      #           #           #   #####         #           
       -|----------#      ####        #           ##  #   #         ###         
       |..[[.......[######   ##)#    ##          ######   #           #         
       |.%.[......|#     ###!   #   -|------ #######     ##      -----|--       
       |...........#        ########-...+...##   #-|-----#       |....@.|       
       ------------               # |......|     #|.....|#       |!%[+!?|       
                                  ##........######|.....-#       |/)%h*!|       
                                    |......|      |.....|        |)"/!+%|       
                                    --------      |.....|        |?@%[+=|       
                                                  -------        --------       
                                                                                
Agent the Trailblazer          St:14 Dx:15 Co:18 In:13 Wi:13 Ch:5 Neutral S:641 
Dlvl:2 $:111 HP:62(62) Pw:33(33) AC:0 Xp:8/1560 T:20282 Fainting Burdened

    @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 }
    }