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[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 53, 63, 78 ]
2
0
root_action
mp03t4-110-red
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mp03t4.map
110
red
0
1
Decision stage 1 at tick 0. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation abando...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c...
{"next_action":{"choice":"C"}}
{"essential":["Decision stage 1 at tick 0. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; ca...
26748364dcdd63b37136133c51d26b877fe619a0318f044efcb0c90b334b24d0
train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 53, 63, 78 ]
0
0
root_wait
mp03t4-110-red
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mp03t4.map
110
red
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1
Decision stage 1 at tick 3. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation abando...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 3. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; ca...
10ccdb12bbab499938efff8cefbe21ab7f7dcdf58480db6f7f91ecfae6b71be2
train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 53, 63, 78 ]
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0
root_wait
mp03t4-110-red
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mp03t4.map
110
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1
Decision stage 1 at tick 6. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation abando...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 6. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; ca...
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train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
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0
root_wait
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mp03t4.map
110
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1
Decision stage 1 at tick 9. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation abando...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 9. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; ca...
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train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 53, 63, 78 ]
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0
root_wait
mp03t4-110-red
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mp03t4.map
110
red
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1
Decision stage 1 at tick 12. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 12. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
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train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 53, 63, 78 ]
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0
root_wait
mp03t4-110-red
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mp03t4.map
110
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1
Decision stage 1 at tick 15. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 15. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
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train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 53, 63, 78 ]
0
0
root_wait
mp03t4-110-red
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mp03t4.map
110
red
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1
Decision stage 1 at tick 18. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 18. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
be3ea8917923b232d287d26e21acb531c097986786c4a7c7044454c4cbc35210
train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 53, 63, 78 ]
0
0
root_wait
mp03t4-110-red
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mp03t4.map
110
red
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1
Decision stage 1 at tick 21. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 21. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
32eace50ded8aa57c822c846cb20436408b9ed746b9cd941b282d86d708a9b5c
train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 53, 63, 78 ]
0
0
root_wait
mp03t4-110-red
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mp03t4.map
110
red
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1
Decision stage 1 at tick 24. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 24. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
58e2b05cbbf704e8ae9e7709499001d588670543a613fa7a1377adee94ebb72b
train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 50, 70 ]
1
0
root_action
mp03t4-110-red
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mp03t4.map
110
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1
Decision stage 1 at tick 27. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B...
{"next_action":{"choice":"B"}}
{"essential":["Decision stage 1 at tick 27. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
b7e10311186c5c0b125d2a793d6110c37d42159c2be77b5212540af29349a65d
train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 50, 62 ]
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0
root_wait
mp03t4-110-red
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mp03t4.map
110
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1
Decision stage 1 at tick 30. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 30. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
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train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 50, 62 ]
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0
root_wait
mp03t4-110-red
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mp03t4.map
110
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1
Decision stage 1 at tick 33. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 33. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
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train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 50, 62 ]
0
0
root_wait
mp03t4-110-red
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mp03t4.map
110
red
36
1
Decision stage 1 at tick 36. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 36. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
36e7feb59b1e097a19b0187c8877e5fd2831fa0177f4d053c29ef59e780bb0f1
train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 50, 62 ]
0
0
root_wait
mp03t4-110-red
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mp03t4.map
110
red
39
1
Decision stage 1 at tick 39. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 39. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
dd86886b01cda5008f2fbd99b8b79f320cba91797c8fb50f69f7eb125704dd0e
train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 50, 62 ]
0
0
root_wait
mp03t4-110-red
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mp03t4.map
110
red
42
1
Decision stage 1 at tick 42. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 42. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
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train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 50, 62 ]
0
0
root_wait
mp03t4-110-red
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mp03t4.map
110
red
45
1
Decision stage 1 at tick 45. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 45. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
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train
[ 50281, 22122, 1953, 27, 28890, 253, 1735, 2250, 326, 16424, 634, 15285, 8103, 15, 16600, 4217, 4870, 3515, 285, 4017, 253, 2097, 281, 3330, 15, 16551, 253, 2250, 806, 28, 39394, 3602, 588, 320, 2546, 1735, 15, 50282, 50284, 329, 27, 2...
[ 38, 50, 62 ]
0
0
root_wait
mp03t4-110-red
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mp03t4.map
110
red
48
1
Decision stage 1 at tick 48. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet. Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband...
next_action
{"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B...
{"next_action":{"choice":"A"}}
{"essential":["Decision stage 1 at tick 48. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c...
16d440fbd31474de608cdfa7fc3a3ad208d25fe8e21fa4bdcdca41792acbeede
train
End of preview. Expand in Data Studio

Red Alert 2 — Laya v33 SFT

This dataset contains the final v33 supervised update used by the Laya honing model in the Red Alert 2 demo. It contains heuristic teacher demonstrations and DAgger corrections from normal fog-of-war observations. The v33 model started from a v29 checkpoint. This dataset is the v33 update, not the complete earlier training history.

Splits

Split Examples
train 9,462
validation 763

Load the data

import json
from datasets import load_dataset

ds = load_dataset("jayzou3773/ra2-laya-v33-sft")
row = ds["train"][0]
questions = json.loads(row["questions_json"])

state contains the packed text. questions_json, answers_json, and parts_json contain JSON strings. Parse them with json.loads. ids and markers contain the native Laya encoding. label is the zero-based correct option index. qtype is 0 for a choice question. Episode, source line, map, seed, seat, tick, and stage fields preserve the source of each row.

The fixed-schema JSONL files support dataset tools with static column schemas. Nested objects are stored as JSON strings to preserve dynamic question and option keys. Original native files remain available separately.

Source and checks

original/ contains the 10 original episode files, with their manifests and results. These files contain 11,654 raw question examples. Do not treat them as already deduplicated train and validation files. Seed 105 supplies classifier validation. Deduplication uses the complete token IDs and marker positions. It removes 1,084 duplicate training inputs and 345 validation inputs also found in training. The resulting split has 9,462 training examples and 763 validation examples. The saved v33 checkpoint audit and all 10 source hashes match this export. Maximum input length is 1,494 tokens. No request was trimmed.

Read verification.json for the checks made for this release. SHA256SUMS covers every released file except the checksum file itself.

Scope

These are supervised decision labels. They are not human conversation data or model-generated answers. They use the ra2-game-env simulation. They do not represent Windows client recordings or native Chrono Divide replay files. No evaluation matches or sealed-test matches are included in the training splits.

Classifier validation measures label prediction. It is not a game win-rate test. This release contains data and source metadata. It does not contain model weights or game assets.

No new data license is assigned by this upload. Public access does not change any applicable source rights.

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