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simulation results.txt
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Number of interactions: 200
Number of strategies: 6
Number of users: 1
User 0 :
[[0, 0.005], [0, 0.005], [0, 0.005], [0, 0.005], [0, 0.005], [1, 0.975]]
[[3, 0], [1, 0], [4, 0], [2, 0], [0, 0], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1],
[5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1], [5, 1]]
Regret: 0.025
Total Regret: 0.025
-----------------------------------------------------------------------------------------
Number of interactions: 24
Number of strategies: 6
Number Of Steps 1
Number of users: 19
User 11 :
[[[0.9], 0.166], [[0.8], 0.75], [[0.7], 0.041], [[0.0], 0.0], [[0.0], 0.0], [[0.0], 0.041]]
[[0, [1]], [0, [1]], [0, [0]], [2, [0]], [0, [0]], [5, [0]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [0]], [1, [0]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]]]
Regret: 0.120833333333
Regret Percentage: 13.4259259259
User 10 :
[[[0.9], 0.125], [[0.8], 0.708], [[0.0], 0.041], [[0.0], 0.041], [[0.0], 0.041], [[0.0], 0.041]]
[[0, [1]], [0, [0]], [5, [0]], [1, [1]], [1, [0]], [3, [0]], [4, [0]], [2, [0]], [0, [0]], [1, [0]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [0]], [1, [0]], [1, [1]], [1, [1]], [1, [0]], [1, [1]], [1, [0]], [1, [1]], [1, [1]]]
Regret: 0.220833333333
Regret Percentage: 24.537037037
User 13 :
[[[0.9], 0.0], [[0.8], 0.916], [[0.7], 0.0], [[0.6], 0.041], [[0.5], 0.0], [[0.0], 0.041]]
[[3, [0]], [5, [0]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [0]], [1, [1]], [1, [0]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [0]], [1, [1]], [1, [1]], [1, [0]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]], [1, [1]]]
Regret: 0.141666666667
Regret Percentage: 15.7407407407
User 12 :
[[[0.9], 0.958], [[0.8], 0.0], [[0.7], 0.041], [[0.6], 0.0], [[0.0], 0.0], [[0.0], 0.0]]
[[0, [1]], [0, [1]], [0, [0]], [2, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]]]
Regret: 0.00833333333333
Regret Percentage: 0.925925925926
User 15 :
[[[0.5], 0.125], [[0.4], 0.708], [[0.3], 0.041], [[0.2], 0.041], [[0.1], 0.041], [[0.0], 0.041]]
[[5, [0]], [2, [0]], [0, [1]], [0, [0]], [3, [0]], [4, [0]], [1, [1]], [1, [1]], [1, [0]], [1, [1]], [1, [0]], [1, [1]], [1, [1]], [1, [0]], [1, [0]], [1, [0]], [0, [0]], [1, [1]], [1, [1]], [1, [1]], [1, [0]], [1, [0]], [1, [0]], [1, [0]]]
Regret: 0.129166666667
Regret Percentage: 25.8333333333
User 14 :
[[[0.9], 0.375], [[0.8], 0.041], [[0.7], 0.458], [[0.6], 0.041], [[0.5], 0.0], [[0.4], 0.083]]
[[1, [0]], [2, [1]], [2, [1]], [2, [1]], [2, [0]], [2, [1]], [2, [1]], [2, [1]], [2, [1]], [2, [0]], [2, [0]], [2, [0]], [3, [0]], [5, [1]], [5, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [1]]]
Regret: 0.15
Regret Percentage: 16.6666666667
User rand_user_2 :
[[[1.0], 0.875], [[0.204], 0.0], [[0.772], 0.0], [[0.585], 0.041], [[0.542], 0.041], [[0.335], 0.041]]
[[3, [0]], [5, [0]], [4, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]]]
Regret: 0.0640833333333
Regret Percentage: 6.40833333333
User rand_user_1 :
[[[0.287], 0.0], [[0.328], 0.0], [[0.622], 0.0], [[0.84], 1.0], [[0.043], 0.0], [[0.585], 0.0]]
[[3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]], [3, [1]]]
Regret: 0.0
Regret Percentage: 0.0
User rand_user_0 :
[[[0.789], 0.875], [[0.032], 0.0], [[0.636], 0.0], [[0.365], 0.041], [[0.708], 0.0], [[0.187], 0.083]]
[[3, [0]], [5, [1]], [5, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]]]
Regret: 0.0678333333333
Regret Percentage: 8.59738065061
User 1 :
[[[0.9], 0.708], [[0.1], 0.041], [[0.1], 0.125], [[0.1], 0.041], [[0.1], 0.041], [[0.1], 0.041]]
[[0, [1]], [0, [1]], [0, [0]], [3, [0]], [0, [0]], [5, [0]], [4, [0]], [1, [0]], [2, [1]], [2, [0]], [2, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]]]
Regret: 0.233333333333
Regret Percentage: 25.9259259259
User 0 :
[[[1.0], 0.875], [[0.0], 0.0], [[0.0], 0.041], [[0.0], 0.0], [[0.0], 0.041], [[0.0], 0.041]]
[[4, [0]], [2, [0]], [5, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]]]
Regret: 0.125
Regret Percentage: 12.5
User 3 :
[[[0.7], 0.625], [[0.3], 0.125], [[0.3], 0.125], [[0.3], 0.041], [[0.3], 0.041], [[0.3], 0.041]]
[[1, [1]], [1, [0]], [4, [0]], [2, [1]], [2, [0]], [5, [0]], [3, [0]], [0, [1]], [0, [0]], [0, [1]], [0, [0]], [1, [0]], [2, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [0]], [0, [0]], [0, [1]], [0, [1]], [0, [0]], [0, [1]]]
Regret: 0.15
Regret Percentage: 21.4285714286
User 2 :
[[[0.8], 0.666], [[0.2], 0.041], [[0.2], 0.166], [[0.2], 0.041], [[0.2], 0.041], [[0.2], 0.041]]
[[0, [1]], [0, [0]], [3, [0]], [5, [0]], [2, [1]], [2, [1]], [2, [0]], [2, [0]], [1, [0]], [4, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [0]], [0, [1]], [0, [0]], [0, [1]]]
Regret: 0.2
Regret Percentage: 25.0
User 5 :
[[[0.7], 0.0], [[0.7], 0.041], [[0.7], 0.625], [[0.7], 0.083], [[0.7], 0.25], [[0.0], 0.0]]
[[4, [1]], [4, [1]], [4, [0]], [3, [1]], [3, [0]], [4, [1]], [4, [1]], [4, [0]], [2, [1]], [2, [1]], [2, [0]], [1, [0]], [2, [1]], [2, [1]], [2, [1]], [2, [0]], [2, [1]], [2, [1]], [2, [0]], [2, [1]], [2, [1]], [2, [1]], [2, [1]], [2, [1]]]
Regret: 0.0
Regret Percentage: 0.0
User 4 :
[[[0.6], 0.041], [[0.4], 0.041], [[0.4], 0.708], [[0.4], 0.041], [[0.4], 0.083], [[0.4], 0.083]]
[[5, [1]], [5, [0]], [0, [0]], [1, [0]], [4, [1]], [4, [0]], [2, [1]], [2, [1]], [2, [0]], [2, [1]], [2, [0]], [3, [0]], [2, [1]], [2, [1]], [2, [1]], [2, [1]], [2, [1]], [2, [0]], [2, [1]], [2, [0]], [2, [1]], [2, [0]], [2, [0]], [2, [0]]]
Regret: 0.191666666667
Regret Percentage: 31.9444444444
User 7 :
[[[0.7], 0.833], [[0.7], 0.041], [[0.7], 0.041], [[0.0], 0.0], [[0.0], 0.041], [[0.0], 0.041]]
[[4, [0]], [1, [0]], [2, [0]], [5, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [0]]]
Regret: 0.0583333333333
Regret Percentage: 8.33333333333
User 6 :
[[[0.7], 1.0], [[0.7], 0.0], [[0.7], 0.0], [[0.7], 0.0], [[0.0], 0.0], [[0.0], 0.0]]
[[0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [0]], [0, [0]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [0]]]
Regret: 0.0
Regret Percentage: 0.0
User 9 :
[[[0.7], 0.583], [[0.0], 0.083], [[0.0], 0.083], [[0.0], 0.083], [[0.0], 0.083], [[0.0], 0.083]]
[[5, [0]], [1, [0]], [0, [1]], [0, [0]], [2, [0]], [3, [0]], [4, [0]], [0, [0]], [0, [0]], [1, [0]], [4, [0]], [5, [0]], [3, [0]], [2, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [1]]]
Regret: 0.291666666667
Regret Percentage: 41.6666666667
User 8 :
[[[0.7], 0.791], [[0.7], 0.041], [[0.0], 0.041], [[0.0], 0.041], [[0.0], 0.041], [[0.0], 0.041]]
[[2, [0]], [4, [0]], [5, [0]], [0, [1]], [0, [1]], [0, [0]], [0, [0]], [3, [0]], [1, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [0]], [0, [1]], [0, [1]], [0, [1]], [0, [1]]]
Regret: 0.116666666667
Regret Percentage: 16.6666666667
Total Regret: 0.119442982456
Total Regret Percentage: 15.5579448463
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Number of interactions: 24
Number of strategies: 6
Number Of Steps 3
Number of users: 9
User rand_user_2 :
[[[0.412, 0.882, 0.229], 0.125], [[0.686, 0.738, 0.866], 0.041], [[0.9, 0.542, 0.335], 0.458], [[0.225, 0.42, 0.863], 0.041], [[0.829, 0.57, 0.269], 0.291], [[0.243, 0.365, 0.836], 0.041]]
[[5, [0, 0, 0]], [0, [1, 1, 0]], [0, [0, 0, 0]], [3, [0, 0, 0]], [4, [1, 0, 1]], [4, [1, 0, 0]], [2, [1, 1, 1]], [2, [1, 0, 0]], [2, [0, 0, 0]], [1, [0, 0, 0]], [4, [1, 1, 0]], [4, [0, 0, 0]], [2, [0, 0, 0]], [4, [1, 1, 0]], [4, [1, 0, 0]], [4, [0, 0, 0]], [0, [0, 0, 0]], [2, [1, 1, 1]], [2, [1, 1, 1]], [2, [1, 0, 0]], [2, [1, 0, 0]], [2, [1, 0, 0]], [2, [0, 0, 0]], [2, [1, 0, 0]]]
Regret: 0.0487083333333
Regret Percentage: 16.2361111111
User rand_user_1 :
[[[0.221, 0.274, 0.987], 0.041], [[0.22, 0.541, 0.614], 0.125], [[0.153, 0.142, 0.347], 0.041], [[0.159, 0.7, 0.86], 0.083], [[0.926, 0.611, 0.045], 0.083], [[0.752, 0.464, 0.944], 0.625]]
[[0, [0, 0, 0]], [4, [1, 0, 0]], [5, [1, 1, 1]], [5, [1, 0, 1]], [5, [1, 0, 1]], [5, [0, 0, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [2, [0, 0, 0]], [3, [1, 0, 1]], [3, [0, 0, 0]], [5, [0, 0, 0]], [1, [0, 0, 0]], [4, [1, 0, 0]], [5, [1, 1, 1]], [5, [1, 0, 1]], [5, [1, 0, 1]], [5, [1, 0, 1]], [5, [1, 0, 1]], [5, [1, 0, 1]], [5, [1, 0, 1]], [5, [1, 1, 1]], [5, [1, 1, 1]], [5, [1, 1, 1]]]
Regret: 0.1075
Regret Percentage: 34.8272138229
User rand_user_0 :
[[[0.005, 0.658, 0.033], 0.083], [[0.53, 0.359, 0.917], 0.166], [[0.485, 0.524, 0.07], 0.083], [[0.097, 0.256, 0.96], 0.166], [[0.569, 0.219, 0.759], 0.166], [[0.354, 0.706, 0.46], 0.333]]
[[2, [0, 0, 0]], [1, [1, 0, 1]], [1, [0, 0, 0]], [0, [0, 0, 0]], [5, [1, 1, 1]], [5, [0, 0, 0]], [4, [1, 0, 0]], [3, [0, 0, 0]], [5, [0, 0, 0]], [4, [1, 0, 0]], [1, [0, 0, 0]], [4, [0, 0, 0]], [5, [1, 1, 0]], [5, [0, 0, 0]], [3, [1, 0, 1]], [3, [0, 0, 0]], [0, [0, 0, 0]], [2, [0, 0, 0]], [5, [1, 0, 0]], [5, [0, 0, 0]], [1, [0, 0, 0]], [4, [0, 0, 0]], [3, [0, 0, 0]], [5, [1, 1, 0]]]
Regret: 0.0702777777778
Regret Percentage: 37.0533099004
User 1 :
[[[1.0, 1.0, 1.0], 0.958], [[1.0, 1.0, 0.5], 0.0], [[1.0, 0.5, 0.5], 0.0], [[0.5, 0.5, 0.5], 0.0], [[0.0, 0.0, 0.0], 0.041], [[0.0, 0.0, 0.0], 0.0]]
[[4, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]]]
Regret: 0.0138888888889
Regret Percentage: 4.16666666667
User 0 :
[[[1.0, 1.0, 1.0], 0.833], [[0.0, 0.0, 0.0], 0.041], [[0.0, 0.0, 0.0], 0.041], [[0.0, 0.0, 0.0], 0.041], [[0.0, 0.0, 0.0], 0.041], [[0.0, 0.0, 0.0], 0.0]]
[[2, [0, 0, 0]], [1, [0, 0, 0]], [4, [0, 0, 0]], [3, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]]]
Regret: 0.0555555555556
Regret Percentage: 16.6666666667
User 3 :
[[[0.8, 0.7, 0.5], 0.583], [[0.8, 0.7, 0.5], 0.125], [[0.3, 0.4, 0.5], 0.041], [[0.3, 0.4, 0.5], 0.041], [[0.3, 0.4, 0.5], 0.041], [[0.3, 0.4, 0.5], 0.166]]
[[3, [0, 0, 0]], [4, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 0, 0]], [1, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 0, 0]], [5, [1, 1, 1]], [5, [0, 0, 0]], [2, [0, 0, 0]], [5, [1, 1, 0]], [5, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [0, 0, 0]], [0, [1, 0, 1]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [1, 0, 1]]]
Regret: 0.0486111111111
Regret Percentage: 18.2291666667
User 2 :
[[[0.9, 0.8, 0.5], 0.708], [[0.9, 0.8, 0.5], 0.041], [[0.2, 0.3, 0.5], 0.125], [[0.2, 0.3, 0.5], 0.041], [[0.2, 0.3, 0.5], 0.041], [[0.2, 0.3, 0.5], 0.041]]
[[3, [0, 0, 0]], [5, [0, 0, 0]], [1, [0, 0, 0]], [2, [1, 1, 1]], [2, [0, 0, 0]], [4, [0, 0, 0]], [0, [1, 1, 1]], [0, [0, 0, 0]], [2, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 0, 0]], [0, [0, 0, 0]], [0, [0, 0, 0]], [0, [1, 0, 1]]]
Regret: 0.0583333333333
Regret Percentage: 19.4444444444
User 5 :
[[[0.9, 0.7, 0.5], 0.75], [[0.1, 0.2, 0.5], 0.041], [[0.1, 0.2, 0.5], 0.041], [[0.1, 0.2, 0.5], 0.041], [[0.1, 0.2, 0.5], 0.083], [[0.1, 0.2, 0.5], 0.041]]
[[3, [0, 0, 0]], [2, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 0, 0]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 0, 0]], [1, [0, 0, 0]], [4, [1, 0, 1]], [4, [0, 0, 0]], [0, [1, 0, 1]], [0, [1, 0, 0]], [5, [0, 0, 0]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [1, 0, 1]], [0, [1, 0, 0]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]]]
Regret: 0.0666666666667
Regret Percentage: 22.2222222222
User 4 :
[[[0.8, 0.7, 0.5], 0.0], [[0.8, 0.7, 0.5], 0.916], [[0.3, 0.4, 0.5], 0.0], [[0.3, 0.4, 0.5], 0.0], [[0.3, 0.4, 0.5], 0.0], [[0.3, 0.4, 0.5], 0.083]]
[[1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 0, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 0, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [0, 0, 0]], [5, [1, 0, 1]], [5, [0, 0, 0]], [1, [1, 1, 0]]]
Regret: 0.0138888888889
Regret Percentage: 5.20833333333
Total Regret: 0.0537145061728
Total Regret Percentage: 19.3393483149
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Number of interactions: 100
Number of strategies: 6
Number Of Steps 3
Number of users: 9
User rand_user_2 :
[[[0.061, 0.999, 0.403], 0.01], [[0.81, 0.574, 0.481], 0.81], [[0.42, 0.161, 0.433], 0.03], [[0.687, 0.498, 0.915], 0.11], [[0.206, 0.488, 0.471], 0.02], [[0.756, 0.175, 0.359], 0.02]]
[[5, [1, 0, 0]], [0, [0, 0, 0]], [2, [1, 0, 1]], [2, [0, 0, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [0, 0, 0]], [3, [1, 0, 1]], [3, [1, 1, 1]], [3, [0, 0, 0]], [4, [1, 1, 0]], [4, [0, 0, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [0, 0, 0]], [3, [1, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 0, 0]], [1, [0, 0, 0]], [1, [1, 1, 0]], [1, [0, 0, 0]], [5, [1, 0, 0]], [3, [1, 1, 1]], [3, [1, 0, 1]], [3, [0, 0, 0]], [3, [1, 0, 1]], [3, [0, 0, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 0, 0]], [1, [1, 1, 1]], [1, [1, 0, 0]], [1, [1, 0, 0]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 1, 0]], [1, [0, 0, 0]], [1, [0, 0, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 1, 0]], [1, [0, 0, 0]], [2, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [0, 0, 0]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [0, 0, 0]], [1, [1, 1, 0]], [1, [0, 0, 0]], [3, [1, 0, 1]], [3, [0, 0, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 0, 1]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 1, 0]], [1, [0, 0, 0]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]]]
Regret: 0.0152933333333
Regret Percentage: 5.66419753086
User rand_user_1 :
[[[0.155, 0.118, 0.681], 0.03], [[0.889, 0.063, 0.324], 0.05], [[0.557, 0.721, 0.437], 0.02], [[0.524, 0.666, 0.595], 0.61], [[0.756, 0.794, 0.912], 0.24], [[0.728, 0.483, 0.428], 0.05]]
[[0, [0, 0, 0]], [4, [0, 0, 0]], [5, [1, 1, 1]], [5, [0, 0, 0]], [2, [0, 0, 0]], [1, [1, 0, 0]], [3, [1, 0, 1]], [3, [1, 1, 1]], [3, [0, 0, 0]], [3, [1, 1, 0]], [3, [0, 0, 0]], [5, [1, 0, 0]], [1, [1, 1, 0]], [1, [0, 0, 0]], [5, [1, 0, 0]], [3, [1, 0, 0]], [5, [0, 0, 0]], [3, [1, 0, 1]], [3, [0, 0, 0]], [1, [1, 0, 0]], [3, [1, 0, 1]], [3, [0, 0, 0]], [1, [1, 0, 0]], [2, [0, 0, 0]], [3, [1, 0, 1]], [3, [1, 1, 1]], [3, [1, 1, 1]], [3, [0, 0, 0]], [3, [1, 1, 1]], [3, [0, 0, 0]], [3, [1, 1, 1]], [3, [1, 1, 0]], [3, [1, 1, 0]], [3, [0, 0, 0]], [3, [1, 1, 0]], [3, [1, 0, 1]], [3, [1, 1, 1]], [3, [1, 1, 0]], [3, [0, 0, 0]], [3, [1, 1, 0]], [3, [1, 0, 0]], [3, [1, 1, 1]], [3, [0, 0, 0]], [3, [0, 0, 0]], [3, [0, 0, 0]], [3, [0, 0, 0]], [3, [0, 0, 0]], [3, [0, 0, 0]], [3, [1, 1, 1]], [3, [0, 0, 0]], [3, [1, 1, 1]], [3, [1, 1, 0]], [3, [0, 0, 0]], [3, [1, 1, 1]], [3, [0, 0, 0]], [3, [1, 1, 1]], [3, [1, 1, 0]], [3, [1, 1, 0]], [3, [1, 1, 1]], [3, [0, 0, 0]], [3, [1, 0, 1]], [3, [1, 1, 0]], [3, [0, 0, 0]], [3, [0, 0, 0]], [3, [1, 1, 1]], [3, [0, 0, 0]], [3, [0, 0, 0]], [3, [1, 0, 1]], [3, [1, 1, 1]], [3, [0, 0, 0]], [3, [1, 0, 0]], [3, [1, 0, 1]], [3, [0, 0, 0]], [3, [0, 0, 0]], [3, [0, 0, 0]], [0, [1, 0, 1]], [0, [0, 0, 0]], [4, [1, 1, 1]], [4, [0, 0, 0]], [4, [1, 1, 0]], [4, [1, 1, 1]], [4, [0, 0, 0]], [4, [0, 0, 0]], [4, [1, 1, 1]], [4, [1, 1, 1]], [4, [1, 0, 1]], [4, [1, 1, 1]], [4, [1, 1, 1]], [4, [1, 1, 0]], [4, [1, 1, 0]], [4, [1, 0, 1]], [4, [0, 0, 0]], [4, [1, 1, 1]], [4, [0, 0, 0]], [4, [1, 1, 1]], [4, [1, 0, 1]], [4, [1, 1, 1]], [4, [1, 1, 1]], [4, [1, 1, 1]], [4, [0, 0, 0]]]
Regret: 0.0970933333333
Regret Percentage: 32.764904387
User rand_user_0 :
[[[0.438, 0.312, 0.898], 0.03], [[0.818, 0.248, 0.493], 0.88], [[0.318, 0.36, 0.178], 0.04], [[0.29, 0.552, 0.515], 0.01], [[0.078, 0.369, 0.723], 0.03], [[0.147, 0.944, 0.047], 0.01]]
[[0, [1, 0, 1]], [0, [0, 0, 0]], [2, [1, 1, 0]], [2, [1, 1, 0]], [2, [0, 0, 0]], [5, [0, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 0, 0]], [3, [0, 0, 0]], [4, [1, 0, 1]], [4, [0, 0, 0]], [1, [0, 0, 0]], [2, [0, 0, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [0, 0, 0]], [0, [0, 0, 0]], [4, [0, 0, 0]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 1, 1]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 1, 1]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [0, 0, 0]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 0, 0]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 0, 0]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [1, 1, 1]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 1, 1]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 0]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [1, 0, 1]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 0]], [1, [1, 0, 0]], [1, [1, 0, 0]], [1, [1, 1, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 0, 0]], [1, [1, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 0]], [1, [1, 0, 0]], [1, [1, 1, 1]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [0, 0, 0]]]
Regret: 0.0218633333333
Regret Percentage: 8.01833740831
User 1 :
[[[1.0, 1.0, 1.0], 0.0], [[1.0, 1.0, 0.5], 0.99], [[1.0, 0.5, 0.5], 0.0], [[0.5, 0.5, 0.5], 0.01], [[0.0, 0.0, 0.0], 0.0], [[0.0, 0.0, 0.0], 0.0]]
[[3, [1, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]]]
Regret: 0.00166666666667
Regret Percentage: 0.5
User 0 :
[[[1.0, 1.0, 1.0], 0.97], [[0.0, 0.0, 0.0], 0.01], [[0.0, 0.0, 0.0], 0.0], [[0.0, 0.0, 0.0], 0.01], [[0.0, 0.0, 0.0], 0.0], [[0.0, 0.0, 0.0], 0.01]]
[[5, [0, 0, 0]], [1, [0, 0, 0]], [3, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]]]
Regret: 0.01
Regret Percentage: 3.0
User 3 :
[[[0.8, 0.7, 0.5], 0.9], [[0.8, 0.7, 0.5], 0.05], [[0.3, 0.4, 0.5], 0.02], [[0.3, 0.4, 0.5], 0.01], [[0.3, 0.4, 0.5], 0.01], [[0.3, 0.4, 0.5], 0.01]]
[[5, [0, 0, 0]], [3, [1, 0, 0]], [2, [1, 1, 0]], [2, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [1, 0, 0]], [0, [1, 0, 1]], [0, [1, 0, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [1, 0, 0]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [0, 0, 0]], [0, [1, 0, 1]], [0, [1, 1, 1]], [0, [1, 0, 0]], [0, [0, 0, 0]], [0, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [0, 0, 0]], [0, [1, 0, 1]], [0, [0, 0, 0]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 0, 1]], [1, [0, 0, 0]], [4, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 0, 0]], [0, [1, 0, 1]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [0, 0, 0]], [0, [0, 0, 0]], [0, [0, 0, 0]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]]]
Regret: 0.00833333333333
Regret Percentage: 3.125
User 2 :
[[[0.9, 0.8, 0.5], 0.95], [[0.9, 0.8, 0.5], 0.01], [[0.2, 0.3, 0.5], 0.01], [[0.2, 0.3, 0.5], 0.01], [[0.2, 0.3, 0.5], 0.01], [[0.2, 0.3, 0.5], 0.01]]
[[3, [0, 0, 0]], [2, [0, 0, 0]], [1, [0, 0, 0]], [4, [0, 0, 0]], [5, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [1, 0, 1]], [0, [1, 0, 1]], [0, [1, 0, 1]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 0, 0]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 0, 0]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]]]
Regret: 0.00933333333333
Regret Percentage: 3.11111111111
User 5 :
[[[0.9, 0.7, 0.5], 0.96], [[0.1, 0.2, 0.5], 0.01], [[0.1, 0.2, 0.5], 0.01], [[0.1, 0.2, 0.5], 0.01], [[0.1, 0.2, 0.5], 0.01], [[0.1, 0.2, 0.5], 0.0]]
[[2, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 0, 0]], [4, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 0, 0]], [1, [0, 0, 0]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [0, 0, 0]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 0, 0]], [0, [0, 0, 0]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [0, 0, 0]], [0, [1, 0, 0]], [0, [1, 0, 0]], [3, [0, 0, 0]], [0, [0, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 0, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [0, 0, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 0]], [0, [1, 1, 1]], [0, [1, 0, 1]], [0, [1, 0, 1]]]
Regret: 0.0106666666667
Regret Percentage: 3.55555555556
User 4 :
[[[0.8, 0.7, 0.5], 0.04], [[0.8, 0.7, 0.5], 0.9], [[0.3, 0.4, 0.5], 0.01], [[0.3, 0.4, 0.5], 0.03], [[0.3, 0.4, 0.5], 0.01], [[0.3, 0.4, 0.5], 0.01]]
[[5, [0, 0, 0]], [3, [1, 1, 0]], [3, [1, 0, 0]], [2, [0, 0, 0]], [4, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [0, 0, 0]], [0, [1, 0, 1]], [0, [1, 1, 0]], [0, [1, 0, 1]], [0, [0, 0, 0]], [3, [0, 0, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 0, 1]], [1, [1, 0, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 0, 1]], [1, [0, 0, 0]], [1, [1, 1, 0]], [1, [1, 1, 1]], [1, [1, 0, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 0, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 0, 0]], [1, [1, 0, 0]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [1, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [0, 0, 0]], [1, [1, 0, 1]], [1, [1, 1, 0]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [1, 0, 1]], [1, [1, 0, 0]], [1, [1, 1, 0]], [1, [1, 1, 0]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [0, 0, 0]], [1, [0, 0, 0]], [1, [0, 0, 0]], [1, [1, 1, 1]], [1, [1, 1, 0]], [1, [0, 0, 0]], [1, [1, 1, 0]]]
Regret: 0.01
Regret Percentage: 3.75
Total Regret: 0.0204722222222
Total Regret Percentage: 7.05434511031