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‎.DS_Store

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‎README.md

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‎image/DDPG_architecture.png

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‎image/Summary.png

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‎image/graphic_interface.png

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‎output/ddpg_10u10e4lKAIST/record.txt

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time(s):3000
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user_number:10
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edge_number:10
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limit:4
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task information:
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req_u2e_size:270000
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process_loading:1080000
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req_e2u_size:96
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Episode: 0 Reward: 11689### r_var: 1.00 b_var: 1.00
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Episode: 1 Reward: 11691### r_var: 1.00 b_var: 1.00
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Episode: 2 Reward: 11749### r_var: 1.00 b_var: 1.00
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Episode: 3 Reward: 11693### r_var: 1.00 b_var: 1.00
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Episode: 4 Reward: 11723### r_var: 1.00 b_var: 1.00
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Episode: 5 Reward: 11773### r_var: 0.97 b_var: 0.97
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Episode: 6 Reward: 11745### r_var: 0.97 b_var: 0.97
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Episode: 7 Reward: 11747### r_var: 0.97 b_var: 0.97
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Episode: 8 Reward: 11628### r_var: 0.97 b_var: 0.97
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Episode: 9 Reward: 11715### r_var: 0.97 b_var: 0.97
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Episode: 10 Reward: 11741### r_var: 0.97 b_var: 0.97
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Episode: 11 Reward: 11673### r_var: 0.97 b_var: 0.97
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Episode: 12 Reward: 11750### r_var: 0.97 b_var: 0.97
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Episode: 13 Reward: 11706### r_var: 0.94 b_var: 0.94
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Episode: 14 Reward: 11759### r_var: 0.94 b_var: 0.94
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Episode: 15 Reward: 11755### r_var: 0.94 b_var: 0.94
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Episode: 16 Reward: 11749### r_var: 0.94 b_var: 0.94
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Episode: 17 Reward: 11713### r_var: 0.94 b_var: 0.94
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Episode: 18 Reward: 11725### r_var: 0.91 b_var: 0.91
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Episode: 19 Reward: 11727### r_var: 0.91 b_var: 0.91
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Episode: 20 Reward: 11776### r_var: 0.91 b_var: 0.91
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Episode: 21 Reward: 11780### r_var: 0.91 b_var: 0.91
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Episode: 22 Reward: 11824### r_var: 0.91 b_var: 0.91
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Episode: 23 Reward: 11771### r_var: 0.89 b_var: 0.89
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Episode: 24 Reward: 11806### r_var: 0.89 b_var: 0.89
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Episode: 25 Reward: 11724### r_var: 0.89 b_var: 0.89
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Episode: 26 Reward: 11786### r_var: 0.89 b_var: 0.89
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Episode: 27 Reward: 11797### r_var: 0.89 b_var: 0.89
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Episode: 28 Reward: 11859### r_var: 0.86 b_var: 0.86
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Episode: 29 Reward: 11791### r_var: 0.86 b_var: 0.86
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Episode: 30 Reward: 11755### r_var: 0.86 b_var: 0.86
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Episode: 31 Reward: 11785### r_var: 0.86 b_var: 0.86
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Episode: 32 Reward: 11828### r_var: 0.86 b_var: 0.86
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Episode: 33 Reward: 11830### r_var: 0.84 b_var: 0.84
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Episode: 34 Reward: 11794### r_var: 0.84 b_var: 0.84
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Episode: 35 Reward: 11822### r_var: 0.84 b_var: 0.84
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Episode: 36 Reward: 11767### r_var: 0.84 b_var: 0.84
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Episode: 37 Reward: 11765### r_var: 0.84 b_var: 0.84
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Episode: 38 Reward: 11821### r_var: 0.84 b_var: 0.84
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Episode: 39 Reward: 11830### r_var: 0.81 b_var: 0.81
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Episode: 40 Reward: 11843### r_var: 0.81 b_var: 0.81
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Episode: 41 Reward: 11824### r_var: 0.81 b_var: 0.81
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Episode: 42 Reward: 11765### r_var: 0.81 b_var: 0.81
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Episode: 43 Reward: 11825### r_var: 0.81 b_var: 0.81
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Episode: 44 Reward: 11849### r_var: 0.79 b_var: 0.79
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Episode: 45 Reward: 11798### r_var: 0.79 b_var: 0.79
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Episode: 46 Reward: 11895### r_var: 0.79 b_var: 0.79
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Episode: 47 Reward: 11889### r_var: 0.79 b_var: 0.79
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Episode: 48 Reward: 11839### r_var: 0.79 b_var: 0.79
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Episode: 49 Reward: 11870### r_var: 0.76 b_var: 0.76
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Episode: 50 Reward: 11872### r_var: 0.76 b_var: 0.76
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Episode: 51 Reward: 11813### r_var: 0.76 b_var: 0.76
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Episode: 52 Reward: 11895### r_var: 0.76 b_var: 0.76
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Episode: 53 Reward: 11890### r_var: 0.76 b_var: 0.76
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Episode: 54 Reward: 11845### r_var: 0.74 b_var: 0.74
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Episode: 55 Reward: 11811### r_var: 0.74 b_var: 0.74
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Episode: 56 Reward: 11846### r_var: 0.74 b_var: 0.74
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Episode: 57 Reward: 11827### r_var: 0.74 b_var: 0.74
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Episode: 58 Reward: 11839### r_var: 0.74 b_var: 0.74
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Episode: 59 Reward: 11883### r_var: 0.74 b_var: 0.74
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Episode: 60 Reward: 11903### r_var: 0.74 b_var: 0.74
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Episode: 61 Reward: 11913### r_var: 0.74 b_var: 0.74
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Episode: 62 Reward: 11871### r_var: 0.72 b_var: 0.72
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Episode: 63 Reward: 11871### r_var: 0.72 b_var: 0.72
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Episode: 64 Reward: 11839### r_var: 0.72 b_var: 0.72
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Episode: 65 Reward: 11898### r_var: 0.72 b_var: 0.72
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Episode: 66 Reward: 11879### r_var: 0.72 b_var: 0.72
81+
Episode: 67 Reward: 11859### r_var: 0.72 b_var: 0.72
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Episode: 68 Reward: 11896### r_var: 0.72 b_var: 0.72
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Episode: 69 Reward: 11844### r_var: 0.72 b_var: 0.72
84+
Episode: 70 Reward: 11912### r_var: 0.72 b_var: 0.72
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Episode: 71 Reward: 11893### r_var: 0.72 b_var: 0.72
86+
Episode: 72 Reward: 11895### r_var: 0.70 b_var: 0.70
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Episode: 73 Reward: 11804### r_var: 0.70 b_var: 0.70
88+
Episode: 74 Reward: 11919### r_var: 0.70 b_var: 0.70
89+
Episode: 75 Reward: 11960### r_var: 0.70 b_var: 0.70
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Episode: 76 Reward: 11773### r_var: 0.70 b_var: 0.70
91+
Episode: 77 Reward: 11898### r_var: 0.70 b_var: 0.70
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Episode: 78 Reward: 11943### r_var: 0.68 b_var: 0.68
93+
Episode: 79 Reward: 11884### r_var: 0.68 b_var: 0.68
94+
Episode: 80 Reward: 11947### r_var: 0.68 b_var: 0.68
95+
Episode: 81 Reward: 11970### r_var: 0.68 b_var: 0.68
96+
Episode: 82 Reward: 11879### r_var: 0.68 b_var: 0.68
97+
Episode: 83 Reward: 11936### r_var: 0.66 b_var: 0.66
98+
Episode: 84 Reward: 11879### r_var: 0.66 b_var: 0.66
99+
Episode: 85 Reward: 11904### r_var: 0.66 b_var: 0.66
100+
Episode: 86 Reward: 11890### r_var: 0.66 b_var: 0.66
101+
Episode: 87 Reward: 11931### r_var: 0.66 b_var: 0.66
102+
Episode: 88 Reward: 11914### r_var: 0.66 b_var: 0.66
103+
Episode: 89 Reward: 11890### r_var: 0.66 b_var: 0.66
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Episode: 90 Reward: 11943### r_var: 0.66 b_var: 0.66
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Episode: 91 Reward: 11912### r_var: 0.66 b_var: 0.66
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Episode: 92 Reward: 11904### r_var: 0.66 b_var: 0.66
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the mean of the rewards:11910.3
108+
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the standard deviation of the rewards:20.144726357039453
110+
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the range of the rewards:64
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‎output/ddpg_10u10e4lKAIST/rewards.png

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‎output/ddpg_10u10e4lKAIST/variance.png

20.8 KB

‎output/ddpg_15u10e4lKAIST/record.txt

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time(s):3000
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user_number:15
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edge_number:10
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limit:4
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task information:
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req_u2e_size:270000
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process_loading:1080000
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req_e2u_size:96
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Episode: 0 Reward: 17367### r_var: 1.00 b_var: 1.00
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Episode: 1 Reward: 17511### r_var: 1.00 b_var: 1.00
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Episode: 2 Reward: 17395### r_var: 1.00 b_var: 1.00
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Episode: 3 Reward: 17445### r_var: 1.00 b_var: 1.00
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Episode: 4 Reward: 17542### r_var: 1.00 b_var: 1.00
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Episode: 5 Reward: 17489### r_var: 0.97 b_var: 0.97
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Episode: 6 Reward: 17439### r_var: 0.97 b_var: 0.97
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Episode: 7 Reward: 17412### r_var: 0.97 b_var: 0.97
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Episode: 8 Reward: 17472### r_var: 0.97 b_var: 0.97
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Episode: 9 Reward: 17408### r_var: 0.97 b_var: 0.97
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Episode: 10 Reward: 17435### r_var: 0.97 b_var: 0.97
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Episode: 11 Reward: 17387### r_var: 0.97 b_var: 0.97
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Episode: 12 Reward: 17480### r_var: 0.97 b_var: 0.97
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Episode: 13 Reward: 17522### r_var: 0.97 b_var: 0.97
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Episode: 14 Reward: 17391### r_var: 0.97 b_var: 0.97
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the mean of the rewards:17443.5
30+
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the standard deviation of the rewards:43.209373982968096
32+
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the range of the rewards:135
34+

‎output/ddpg_15u10e4lKAIST/rewards.png

33.4 KB

‎output/ddpg_15u10e4lKAIST/variance.png

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