prompt stringclasses 1
value | legend stringclasses 1
value | sequence listlengths 4 76 | total_steps int64 4 76 | grid_size int64 3 8 | full_solution stringlengths 4 76 | maze_id int64 0 20k | maze_hash stringlengths 32 32 |
|---|---|---|---|---|---|---|---|
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n#######\n# E #\n### # #\n# # #\n##### #\n#A #\n#######",
"response": "Best move: E",
"step": 1
},
{
"correct_action": "E",
"maze": "Maze:\n#######\n# E #\n### # #\n# # #\n##### #\n#PA #\n#######",
"response": "Best move: E",
"... | 10 | 3 | EEEENNNNWW | 5,893 | 0db909081ce4de36938f1e47c4f97035 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#################\n# # # E #\n# ### ### # # ###\n# # # # #\n##### # ### #####\n# # # # # #\n# ### # ### # # #\n# # # #\n# ### ### # # ###\n# # # # # # # #\n# ### # ##### # #\n# # # #A# #\n### # # # # # ###\n# # # # # # #\n#... | 20 | 8 | SSEENNNNNNWWNNNNNNEE | 16,035 | ac251d10eb014e0c7321df3492bebdec |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n#################\n# # #\n##### # #########\n# # # #\n### ####### # # #\n#E # # # # #\n# # # # ### # # #\n# # # # #\n# # # ##### # ###\n# # # # # # # #\n##### # # ### # #\n# # # #\n##### ### ##### #\n# # # #A # #\n#... | 26 | 8 | EENNEEEENNNNWWWWWWWWNNWWWW | 727 | 3e3260cd2d9cafc848995fd6ab2b71f8 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n#######\n# A#\n# #####\n#E #\n# # ###\n# # #\n#######",
"response": "Best move: W",
"step": 1
},
{
"correct_action": "W",
"maze": "Maze:\n#######\n# AP#\n# #####\n#E #\n# # ###\n# # #\n#######",
"response": "Best move: W",
"... | 6 | 3 | WWWWSS | 2,782 | e007c246e0178d1e93a7e6fc630d0a05 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n###########\n# #\n##### #####\n# # # #\n# # ### ###\n# # E#\n##### # # #\n# # # #\n### # # ###\n# #A #\n###########",
"response": "Best move: E",
"step": 1
},
{
"correct_action": "E",
"maze": "Maze:\n###########\n# ... | 8 | 5 | EENNNNEE | 14,410 | 0db07af45dcf2d08d39377ef939a06d2 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#########\n# # # #\n# # # ###\n# #A #\n# # # ###\n# # #\n### #####\n# E #\n#########",
"response": "Best move: S",
"step": 1
},
{
"correct_action": "S",
"maze": "Maze:\n#########\n# # # #\n# # # ###\n# #P #\n# # #A###\n# # #\... | 6 | 4 | SSWWSS | 17,796 | ec1d925c239e2bd9172db0316d6ccf42 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n#########\n# #\n# #######\n# A #\n### #####\n# # #\n# # ### #\n# #E #\n#########",
"response": "Best move: W",
"step": 1
},
{
"correct_action": "W",
"maze": "Maze:\n#########\n# #\n# #######\n# AP #\n### #####\n# # #\... | 6 | 4 | WWSSSS | 8,809 | ff6c08fc7067b70bc3532d3baeb5b3fc |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n#################\n# # # # # #\n# # ### ### # # #\n# # # # #\n### # ### #######\n# A #\n### # # # ##### #\n# # # # # # #\n# # ### ####### #\n# # # #\n# ####### #######\n# # # #\n####### ### ### #\n# # # E # #\n#... | 14 | 8 | WWSSSSEESSEESS | 17,203 | e446c1af0e2f9a3c2cdd4905cb3b07e3 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#############\n# # # # #\n# # ### ### #\n#A# #\n# ### ##### #\n# # # #\n# ##### ### #\n# # # # # # #\n# # # # # # #\n# # #E#\n# ### ##### #\n# # #\n#############",
"response": "Best move: S",
"step": 1
},
{
"correct_act... | 36 | 6 | SSSSSSSSEEEENNEENNNNWWNNEEEEEESSSSSS | 6,891 | 2aef5a21177a2f91397f0c66da9a768d |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "N",
"maze": "Maze:\n###########\n# E# #\n# # ### # #\n# # # #\n### # #####\n# #A# # #\n# # ### ###\n# # #\n# ##### ###\n# #\n###########",
"response": "Best move: N",
"step": 1
},
{
"correct_action": "N",
"maze": "Maze:\n###########\n# E# ... | 6 | 5 | NNNNEE | 11,780 | 24596d3adf91ef4242d84efc1cb85989 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "N",
"maze": "Maze:\n###############\n# #E # #\n# # ### ### # #\n# # # # #\n# ### ##### ###\n# # #\n### ##### # ###\n# #A# # # # #\n# # # ##### # #\n# # # # # #\n# # ### ### # #\n# # # # #\n# ### # # # # #\n# # # # #\n###############",
"respon... | 20 | 7 | NNEEEEEEEENNWWWWNNWW | 4,046 | 8e97ce190ccbd8a5026c53f72ead272b |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#############\n# # # #\n# ##### # # #\n# # A# # #\n# # ### ### #\n# #E # #\n# # # ##### #\n# # # # #\n# # ##### ###\n# # # #\n# # ##### ###\n# # #\n#############",
"response": "Best move: S",
"step": 1
},
{
"correct_act... | 6 | 6 | SSWWWW | 441 | 95f0da55005bbf12c7ae52266bd9ab26 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "N",
"maze": "Maze:\n#############\n# # #\n# ### ##### #\n# # # # # #\n### # # ### #\n# E #\n### ####### #\n# # # # #\n# # # ### # #\n# # # #\n##### # ### #\n# # # A#\n#############",
"response": "Best move: N",
"step": 1
},
{
"correct_act... | 14 | 6 | NNNNNNWWWWWWWW | 15,658 | 34236ff561a95febc8af62e634180797 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n#########\n# #\n### ### #\n# # #A #\n# ##### #\n# # E#\n# # # ###\n# # #\n#########",
"response": "Best move: E",
"step": 1
},
{
"correct_action": "E",
"maze": "Maze:\n#########\n# #\n### ### #\n# # #PA #\n# ##### #\n# # E#\... | 4 | 4 | EESS | 14,334 | 76fddfbad3e899448b5fcb4e5db91594 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n###############\n# # # #\n# ##### ##### #\n# # # #A #\n# # # ##### # #\n# # # #\n### # ####### #\n# # # # #\n# ##### # # # #\n# # # #E# #\n# # # # ### ###\n# # # #\n### ##### ### #\n# # # #\n###############",
"respon... | 22 | 7 | SSWWWWWWSSEESSEENNEESS | 14,881 | 81a42fc4b1ec60b985034486bd59a366 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n#################\n# # A# #\n# # # ##### ### #\n# # # # #\n# # ### ### #####\n# # # # #\n# ####### ##### #\n# # # #\n####### ##### # #\n# # E# # # #\n# # ### ### ### #\n# # # # #\n# # # ### # # # #\n# # # # # # #\n#... | 22 | 8 | WWWWWWSSWWSSSSEEEEEESS | 4,489 | 4e9621b992f86f8166a33e150c15e021 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#########\n# # #\n### # ###\n# # A#\n### ### #\n# # #\n### # ###\n#E #\n#########",
"response": "Best move: S",
"step": 1
},
{
"correct_action": "S",
"maze": "Maze:\n#########\n# # #\n### # ###\n# # P#\n### ###A#\n# # #\... | 10 | 4 | SSWWSSWWWW | 67 | ce02e9b07489eb26a12630ed1157b66d |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n#########\n# # #\n# ##### #\n# E# # #\n# # # # #\n# # # #\n# ### ###\n# A #\n#########",
"response": "Best move: W",
"step": 1
},
{
"correct_action": "W",
"maze": "Maze:\n#########\n# # #\n# ##### #\n# E# # #\n# # # # #\n# # # #\... | 10 | 4 | WWWWNNNNEE | 1,036 | 680ce62a366d261ea6f2050de6a64d84 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#################\n# #A# E# #\n# # # # # ##### #\n# # # #\n# ##### # #######\n# # # #\n### ### ### # ###\n# # # # #\n######### # ### #\n# # # #\n##### ### # ### #\n# # # # #\n### ########### #\n# # #\n#... | 10 | 8 | SSEENNEEEE | 16,172 | 639442662b87367bde0a11b53e5b6829 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n###########\n# #\n# ### #####\n# # # #\n# ### ### #\n# # #\n### ### ###\n# # #E # #\n# # # ### #\n# # A#\n###########",
"response": "Best move: W",
"step": 1
},
{
"correct_action": "W",
"maze": "Maze:\n###########\n# ... | 6 | 5 | WWWWNN | 1,760 | e802e7b55bafaad51a4dc6c8e4f4eb36 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n#############\n# # # # #\n# # # # #####\n# # #\n# ### ### # #\n# # # # #\n# # # # # ###\n# # # # # #\n# ### ### # #\n# # #A #\n# ####### # #\n# # E# #\n#############",
"response": "Best move: E",
"step": 1
},
{
"correct_act... | 4 | 6 | EESS | 9,839 | fe972b228fd5c23af3221c0b632cb81e |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n###########\n# #E #\n### ### # #\n# # # # #\n# # ##### #\n# A #\n# ##### # #\n# # # #\n# # # #####\n# # # #\n###########",
"response": "Best move: E",
"step": 1
},
{
"correct_action": "E",
"maze": "Maze:\n###########\n# #E... | 10 | 5 | EEEENNNNWW | 10,054 | cbfda4fcd7310fc0b4b4288f8de18556 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n#################\n# # # #\n### ### # ##### #\n# # #\n# ##### #########\n# # # # #\n# ##### # # # # #\n# A# # # # #\n# # # ####### # #\n# # # # # # #\n### ### ### ### #\n# # # # # #\n### # # # # # # #\n# # # # # #\n#... | 12 | 8 | WWSSSSSSWWSS | 11,698 | 0ba26a83ef1a329b34a888e575804652 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "N",
"maze": "Maze:\n###########\n# #\n# ### # ###\n# # A# # #\n# ##### # #\n# # # # #\n### # ### #\n# #\n# # # #####\n#E# # #\n###########",
"response": "Best move: N",
"step": 1
},
{
"correct_action": "N",
"maze": "Maze:\n###########\n# ... | 18 | 5 | NNWWWWSSSSEESSWWSS | 4,603 | 5bec590c499241528dd1478cd8f5e5b3 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n###########\n#A # #\n# # ### # #\n# # # #\n# ### #####\n# # E #\n# ##### # #\n# # # # #\n# # ##### #\n# # #\n###########",
"response": "Best move: E",
"step": 1
},
{
"correct_action": "E",
"maze": "Maze:\n###########\n#PA # ... | 10 | 5 | EESSEESSEE | 15,196 | 49408652212184c3931742d244831b04 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#################\n# # A# # #\n# ### # ### # ###\n# # # #E# #\n### ### # # ### #\n# # #\n##### ######### #\n# # # # #\n# # # # #########\n# # # # # #\n# # # ####### # #\n# # # # #\n# # # # # ### ###\n# # # # # # #\n#... | 12 | 8 | SSEENNEEEESS | 16,574 | 207b505fa782307e31edb05e00b41036 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "N",
"maze": "Maze:\n#################\n# # # #\n### ####### ### #\n# # # #\n# ### ### # ### #\n# E# # # #\n# ####### ### # #\n# # # # #\n##### ### # ### #\n# # # #A #\n# ### # ####### #\n# # # #\n####### ####### #\n# # # #\n#... | 20 | 8 | NNWWNNNNWWWWWWWWSSEE | 6,695 | 62f7baf7c703e6bafe7d0b7bf67e6571 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#############\n# A #E#\n# ### ##### #\n# # # # #\n### # # ### #\n# # # # #\n##### # # ###\n# # # #\n# ### # ### #\n# # # #\n### ### ### #\n# # #\n#############",
"response": "Best move: S",
"step": 1
},
{
"correct_act... | 22 | 6 | SSSSSSSSEENNEENNEENNNN | 11,869 | f6ae35f3d497d03c205d80463c6e10b6 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n###############\n#A # # #\n### # ####### #\n# # # #\n### # ### # ###\n# # # #E# #\n### # # ### # #\n# # # # #\n# # ##### # # #\n# # # # # #\n# # # ### # ###\n# # # #\n# ### #########\n# # #\n###############",
"respon... | 20 | 7 | EESSSSSSEENNNNEEEESS | 15,110 | e434310c6761e8c195c6f0a93c61e32f |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#############\n# # # # #\n### ### # # #\n# #A# #\n# ### ### ###\n# # # #\n# # ### # ###\n# # # E#\n# # # ### # #\n# # # # #\n# # ##### ###\n# # # #\n#############",
"response": "Best move: S",
"step": 1
},
{
"correct_act... | 10 | 6 | SSEESSEEEE | 19,185 | 22650446cca7dda8013c779bc470901b |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n###############\n# # #\n# # ### ##### #\n# # # #\n# ### ### #####\n# # # # #\n# ##### ### # #\n# # A# # #\n### ####### ###\n# # #\n##### ##### # #\n# # # # #\n# # # ### ### #\n# # E # #\n###############",
"respon... | 10 | 7 | WWSSEESSSS | 7,849 | 5a258be224dd29105b0f141a9346d229 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#################\n# # # #\n# ####### ##### #\n# # # # #\n# # ##### ### # #\n# # # # #\n# ######### ### #\n# # #A# #\n### ### # # # ###\n# # # # # #\n##### # ### ### #\n# # # #\n# ### # ##### # #\n# E # # # #\n#... | 16 | 8 | SSEESSWWWWWWSSWW | 14,002 | 3274e1ccc4a980605ddbcfdab02c194e |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n#########\n# #E # #\n# # # # #\n# # #\n####### #\n# #\n### # ###\n# # A#\n#########",
"response": "Best move: W",
"step": 1
},
{
"correct_action": "W",
"maze": "Maze:\n#########\n# #E # #\n# # # # #\n# # #\n####### #\n# #\... | 14 | 4 | WWNNEENNWWNNWW | 10,146 | 3bf9e131970261c18a56a7726f75be44 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n#######\n# #E #\n# ### #\n# #A #\n# # ###\n# #\n#######",
"response": "Best move: E",
"step": 1
},
{
"correct_action": "E",
"maze": "Maze:\n#######\n# #E #\n# ### #\n# #PA #\n# # ###\n# #\n#######",
"response": "Best move: E",
"... | 6 | 3 | EENNWW | 3,276 | 7d11cdd2f8f1d4a329ee7bdb9257f460 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n#############\n# # #\n### ##### ###\n# # # #\n# ### # # ###\n# # # #\n### ### ### #\n# # #\n# ##### ### #\n#E# # # #\n# ####### # #\n# # A #\n#############",
"response": "Best move: E",
"step": 1
},
{
"correct_act... | 32 | 6 | EEEENNNNWWWWNNWWNNWWWWSSEESSWWSS | 12,349 | a0cbf9df2ce7b91ac596f2b01ea54c99 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n###########\n# # #\n# ### # ###\n# # # #\n# ### ### #\n# A # #\n# # #######\n# # E # #\n# ### ### #\n# # #\n###########",
"response": "Best move: W",
"step": 1
},
{
"correct_action": "W",
"maze": "Maze:\n###########\n# # ... | 6 | 5 | WWSSEE | 3,221 | 69f124cd82c77ea51477e297c0bebeec |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "E",
"maze": "Maze:\n#######\n# #\n### ###\n#A #E#\n# # # #\n# # #\n#######",
"response": "Best move: E",
"step": 1
},
{
"correct_action": "E",
"maze": "Maze:\n#######\n# #\n### ###\n#PA #E#\n# # # #\n# # #\n#######",
"response": "Best move: E",
"... | 8 | 3 | EESSEENN | 3,942 | e92890785569c99a3a118d812bf6e8b8 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "S",
"maze": "Maze:\n#############\n# #E# #\n# ##### # # #\n# # # # #\n### # ### # #\n#A # # # #\n# ### ### ###\n# # # #\n# # ##### # #\n# # # # #\n# # # ### # #\n# # # #\n#############",
"response": "Best move: S",
"step": 1
},
{
"correct_act... | 24 | 6 | SSSSSSEENNNNEEEEEENNNNNN | 908 | 4ca7f91653db68c67f3209cd2dd01131 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n#########\n# #\n# ##### #\n# # A #\n### #####\n# #\n# ##### #\n# E# #\n#########",
"response": "Best move: W",
"step": 1
},
{
"correct_action": "W",
"maze": "Maze:\n#########\n# #\n# ##### #\n# # AP #\n### #####\n# #\... | 12 | 4 | WWSSWWSSEEEE | 6,408 | dc24c0635fb99b25bd8def776df0ce49 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n###############\n# #E#\n# # ##### # # #\n# # # # # # #\n##### # # # # #\n# # # # # #\n# # ### ##### #\n# # # # #\n# ### ##### ###\n# # # #\n### ####### # #\n# A # # #\n# ####### # ###\n# #\n###############",
"respon... | 28 | 7 | WWSSEEEEEEEEEENNNNNNEENNNNNN | 12,733 | 430967807f7f3f11e0e5587bdf78fa37 |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "N",
"maze": "Maze:\n#################\n# # # # #\n# # # # # #######\n# # # # # #\n### # # ##### # #\n# # # #\n# ##### ### # ###\n# # E# #\n# ##### ##### # #\n# # # # # # #\n# # # # # # ### #\n# # # # # # #\n### # # #########\n# #A# # #\n#... | 16 | 8 | NNEESSEENNNNNNEE | 5,959 | 5d57e343bb03745d99ddc58a6834157f |
You are a navigation agent tasked with reaching the target 'T' in the maze. 'A' marks your current position, '#' are walls that you can't move on and spaces are open paths. Respond with your next move: N (North), S (South), E (East), or W (West), to move toward 'T'. | Legend: '#'=wall, ' '=empty, 'A'=agent, 'T'=goal, 'P'=visited path | [
{
"correct_action": "W",
"maze": "Maze:\n#######\n# # E#\n# # ###\n# # #\n### # #\n# A#\n#######",
"response": "Best move: W",
"step": 1
},
{
"correct_action": "W",
"maze": "Maze:\n#######\n# # E#\n# # ###\n# # #\n### # #\n# AP#\n#######",
"response": "Best move: W",
"... | 8 | 3 | WWNNNNEE | 323 | 373eb1c3a5ae638bfe5712ab168b5325 |
End of preview. Expand in Data Studio
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Check out the documentation for more information.
Multi-turn Maze Navigation Dataset
A dataset of maze navigation sequences for training AI agents to solve mazes through sequential decision-making.
Dataset Description
This dataset contains unique mazes with complete solution sequences. Each example includes:
- A maze with visual path tracking
- Sequential moves from start to goal
- Minimum 2 moves per sequence
- At least 2 different directions required per maze
Dataset Stats
Train Set
Total Sequences: 100,836
Total Unique Mazes: 100,836
Total Moves: 1,564,964
Avg Moves per Maze: 15.5
Curriculum Distribution:
3x3: 5,836 mazes (5.8%), 41,624 moves
4x4: 19,000 mazes (18.8%), 187,556 moves
5x5: 19,000 mazes (18.8%), 242,408 moves
6x6: 19,000 mazes (18.8%), 302,866 moves
7x7: 19,000 mazes (18.8%), 362,866 moves
8x8: 19,000 mazes (18.8%), 427,644 moves
Quality Analysis:
Action distribution: N: 393,144, S: 389,608, E: 390,008, W: 392,204
Sequence length range: 4-76
Avg sequence length: 15.5
Test Set
Total Sequences: 5,600
Total Unique Mazes: 5,600
Total Moves: 83,478
Avg Moves per Maze: 14.9
Curriculum Distribution:
3x3: 600 mazes (10.7%), 4,234 moves
4x4: 1,000 mazes (17.9%), 9,752 moves
5x5: 1,000 mazes (17.9%), 12,730 moves
6x6: 1,000 mazes (17.9%), 15,878 moves
7x7: 1,000 mazes (17.9%), 18,878 moves
8x8: 1,000 mazes (17.9%), 22,006 moves
Quality Analysis:
Action distribution: N: 21,142, S: 20,682, E: 21,266, W: 20,388
Sequence length range: 4-62
Avg sequence length: 14.9
Data Format
Each example contains:
prompt: Navigation instructionlegend: Symbol definitionssequence: List of turns with maze states and correct movestotal_steps: Number of moves in sequencegrid_size: Maze dimensionsfull_solution: Complete solution stringmaze_id: Unique identifier
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