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Change training schedule
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1 (DQN)/experiment.yml

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@@ -120,8 +120,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1 (PPO)/experiment.yml

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@@ -97,8 +97,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2 (DQN)/experiment.yml

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@@ -216,8 +216,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2 (PPO)/experiment.yml

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@@ -97,8 +97,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3 (DQN)/experiment.yml

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@@ -309,9 +309,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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# 8 runs

‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3 (PPO)/experiment.yml

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@@ -133,8 +133,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/4 (DQN)/experiment.yml

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@@ -167,8 +167,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/4 (PPO)/experiment.yml

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@@ -80,8 +80,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/5 (DQN)/experiment.yml

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@@ -168,8 +168,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/5 (PPO)/experiment.yml

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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/6 (DQN)/experiment.yml

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@@ -73,8 +73,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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- kind: 'global_decomposed_tardiness'
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parameters:
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span: 128

‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/6 (PPO)/experiment.yml

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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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- kind: 'global_decomposed_tardiness'
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parameters:
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span: 128

‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/7 (DQN)/experiment.yml

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@@ -73,8 +73,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/7 (PPO)/experiment.yml

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@@ -44,8 +44,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/MARL-DQN/experiment/1/experiment.yml

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@@ -197,8 +197,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/MARL-DQN/experiment/2/experiment.yml

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@@ -103,8 +103,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/MARL-DQN/experiment/3/experiment.yml

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kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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run:
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parameters:

‎diploma_thesis/configuration/experiments/jsp/MARL-DQN/experiment/4/experiment.yml

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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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critical_level_factor: 128
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/MARL-DQN/experiment/5/experiment.yml

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@@ -146,8 +146,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/MARL-DQN/experiment/6/experiment.yml

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@@ -63,8 +63,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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span: 40
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span: 20
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/MARL-DQN/experiment/7/experiment.yml

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@@ -62,8 +62,8 @@ reward: &reward
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- kind: 'surrogate_tardiness'
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parameters:
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winq_factor: 0.2
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critical_level_factor: 64
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##############################################################################################
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‎diploma_thesis/configuration/experiments/jsp/MARL-DQN/machine.yml

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optimizer:
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model:
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kind: 'rmsprop'
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kind: 'adam'
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parameters:
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lr: 0.001
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‎diploma_thesis/configuration/experiments/jsp/MARL-DQN/marl_machine.yml

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optimizer:
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model:
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kind: 'rmsprop'
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kind: 'adam'
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parameters:
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lr: 0.001
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‎diploma_thesis/configuration/experiments/jsp/tournament.yml

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@@ -4,7 +4,7 @@ task:
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n_workers: 8
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n_threads: 8
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name: 'rules'
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output_dir: 'results/jsp/experiments/tournaments/jsp/1. MARL DQN'
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output_dir: 'results/jsp/experiments/tournaments/jsp/2. GRAPH-NN'
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store_run_statistics: True
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log_run: False
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update: True
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- kind: 'persisted_agents'
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parameters:
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prefix: ''
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path: 'results/jsp/experiments/1. MARL-DQN'
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path: 'results/jsp/experiments/2. GRAPH-NN'
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depth: 5
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#
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# - kind: 'persisted_agents'

‎diploma_thesis/workflow/multi_simulation.py

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@@ -12,7 +12,7 @@ def __run__(s: Dict, threads):
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import torch
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torch.set_num_threads(threads)
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torch.manual_seed(321)
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torch.manual_seed(0)
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s = Simulation(s)
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