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

+1-1
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@@ -160,7 +160,7 @@ task:
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simulator:
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kind: 'td'
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parameters:
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memory: 64
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memory: 96
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emit_trajectory: True
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graph:

‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2 (DQN)/experiment.yml

+27-27
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@@ -70,7 +70,7 @@ marl_dqn_4: &marl_dqn_4
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###############################################################################################
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dqn_1_gin: &dqn_1_gin
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dqn_1_gat: &dqn_1_gat
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base_path: *base_model
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template: '2/gat'
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mod_dirs:
@@ -79,9 +79,9 @@ dqn_1_gin: &dqn_1_gin
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- 'agent/dqn/ddqn.yml'
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- *default_mods
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82-
marl_dqn_2_gin: &marl_dqn_2_gin
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marl_dqn_2_gat: &marl_dqn_2_gat
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base_path: *marl_model
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template: '2/gin'
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template: '2/gat'
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mod_dirs:
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- 'configuration/mods/machine/mods'
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mods:
@@ -90,30 +90,30 @@ marl_dqn_2_gin: &marl_dqn_2_gin
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- *default_mods
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dqn_3_gin: &dqn_3_gin
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dqn_3_gat: &dqn_3_gat
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base_path: *base_model
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template: '2/gin'
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mod_dirs:
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- 'configuration/mods/machine/mods'
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mods:
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- 'agent/dqn/ddqn.yml'
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- 'agent/dqn/prioritized.yml'
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- 'agent/dqn/dueling.yml'
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- *default_mods
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# - 'util/action_selector/sample.yml'
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marl_dqn_4_gin: &marl_dqn_4_gin
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base_path: *marl_model
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template: '2/gin'
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template: '2/gat'
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mod_dirs:
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- 'configuration/mods/machine/mods'
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mods:
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- 'agent/dqn/ddqn.yml'
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- 'agent/dqn/prioritized.yml'
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- 'agent/dqn/dueling.yml'
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- 'util/agent/multi_agent.yml'
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- *default_mods
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# - 'util/action_selector/sample.yml'
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#
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#marl_dqn_4_gin: &marl_dqn_4_gin
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# base_path: *marl_model
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# template: '2/gin'
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# mod_dirs:
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# - 'configuration/mods/machine/mods'
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# mods:
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# - 'agent/dqn/ddqn.yml'
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# - 'agent/dqn/prioritized.yml'
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# - 'agent/dqn/dueling.yml'
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# - 'util/agent/multi_agent.yml'
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# - *default_mods
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## - 'util/action_selector/sample.yml'
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###############################################################################################
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@@ -315,27 +315,27 @@ task:
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- *marl_dqn_2
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- *dqn_3
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- *marl_dqn_4
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- output_dir: 'GIN'
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- output_dir: 'GAT'
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machine_agent:
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parameters:
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- *dqn_1_gin
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- *marl_dqn_2_gin
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- *dqn_3_gin
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- *marl_dqn_4_gin
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- *dqn_1_gat
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# - *marl_dqn_2_gin
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- *dqn_3_gat
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# - *marl_dqn_4_gin
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- output_dir: 'SAGE'
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machine_agent:
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parameters:
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- *dqn_1_sage
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- *marl_dqn_2_sage
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# - *marl_dqn_2_sage
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- *dqn_3_sage
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- *marl_dqn_4_sage
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# - *marl_dqn_4_sage
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- output_dir: 'GCN'
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machine_agent:
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parameters:
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- *dqn_1_gcn
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- *marl_dqn_2_gcn
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# - *marl_dqn_2_gcn
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- *dqn_3_gcn
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- *marl_dqn_4_gcn
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# - *marl_dqn_4_gcn
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tape:
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machine_reward:

‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2 (PPO)/experiment.yml

+2-2
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@@ -40,7 +40,7 @@ ppo_1: &ppo_1
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ppo_2: &ppo_2
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base_path: *base_model
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template: '2/gin'
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template: '2/gat'
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mod_dirs:
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- ['configuration/mods/machine/mods']
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mods:
@@ -194,7 +194,7 @@ task:
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machine_agent:
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parameters:
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*ppo_1
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- output_dir: 'GIN'
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- output_dir: 'GAT'
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machine_agent:
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parameters:
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*ppo_2

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

+10-10
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@@ -411,37 +411,37 @@ task:
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machine_agent:
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parameters:
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- *dqn_1_mean_local
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- *marl_dqn_2_mean_local
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# - *marl_dqn_2_mean_local
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- *dqn_3_mean_local
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- *marl_dqn_4_mean_local
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# - *marl_dqn_4_mean_local
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- output_dir: 'Add'
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machine_agent:
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parameters:
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- *dqn_1_add
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- *marl_dqn_2_add
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# - *marl_dqn_2_add
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- *dqn_3_add
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- *marl_dqn_4_add
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# - *marl_dqn_4_add
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- output_dir: 'Add Local'
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machine_agent:
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parameters:
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- *dqn_1_add_local
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- *marl_dqn_2_add_local
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# - *marl_dqn_2_add_local
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- *dqn_3_add_local
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- *marl_dqn_4_add_local
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# - *marl_dqn_4_add_local
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- output_dir: 'Max'
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machine_agent:
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parameters:
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- *dqn_1_max
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- *marl_dqn_2_max
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# - *marl_dqn_2_max
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- *dqn_3_max
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- *marl_dqn_4_max
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# - *marl_dqn_4_max
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- output_dir: 'Max Local'
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machine_agent:
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parameters:
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- *dqn_1_max_local
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- *marl_dqn_2_max_local
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# - *marl_dqn_2_max_local
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- *dqn_3_max_local
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- *marl_dqn_4_max_local
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# - *marl_dqn_4_max_local
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tape:
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machine_reward:

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

+1-1
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@@ -196,7 +196,7 @@ task:
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simulator:
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kind: 'td'
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parameters:
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memory: 64
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memory: 96
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emit_trajectory: True
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graph:

‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/4 (DQN)/experiment.yml

+6-6
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@@ -263,23 +263,23 @@ task:
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machine_agent:
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parameters:
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- *dqn_1
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- *marl_dqn_2
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# - *marl_dqn_2
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- *dqn_3
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- *marl_dqn_4
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# - *marl_dqn_4
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- output_dir: 'Mean'
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machine_agent:
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parameters:
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- *dqn_1_mean
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- *marl_dqn_2_mean
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# - *marl_dqn_2_mean
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- *dqn_3_mean
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- *marl_dqn_4_mean
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# - *marl_dqn_4_mean
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- output_dir: 'Mean Local Undirected'
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machine_agent:
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parameters:
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- *dqn_1_mean_local
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- *marl_dqn_2_mean_local
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# - *marl_dqn_2_mean_local
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- *dqn_3_mean_local
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- *marl_dqn_4_mean_local
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# - *marl_dqn_4_mean_local
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tape:
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machine_reward:

‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/4 (PPO)/experiment.yml

+1-1
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@@ -143,7 +143,7 @@ task:
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simulator:
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kind: 'td'
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parameters:
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memory: 64
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memory: 96
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emit_trajectory: True
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graph:

‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/5 (DQN)/experiment.yml

+57-6
Original file line numberDiff line numberDiff line change
@@ -161,6 +161,53 @@ marl_dqn_4_flexible: &marl_dqn_4_flexible
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- *default_mods
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# - 'util/action_selector/sample.yml'
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164+
###############################################################################################
165+
166+
dqn_1_flexible_gat: &dqn_1_flexible_gat
167+
base_path: 'configuration/experiments/jsp/GRAPH-NN/flexible_machine.yml'
168+
template: '5/flexible_gat'
169+
mod_dirs:
170+
- 'configuration/mods/machine/mods'
171+
mods:
172+
- 'agent/dqn/ddqn.yml'
173+
- *default_mods
174+
175+
marl_dqn_2_flexible_gat: &marl_dqn_2_flexible_gat
176+
base_path: 'configuration/experiments/jsp/GRAPH-NN/flexible_marl_machine.yml'
177+
template: '5/flexible_gat'
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mod_dirs:
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- 'configuration/mods/machine/mods'
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mods:
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- 'agent/dqn/ddqn.yml'
182+
- 'util/agent/multi_agent.yml'
183+
- *default_mods
184+
185+
186+
dqn_3_flexible_gat: &dqn_3_flexible_gat
187+
base_path: 'configuration/experiments/jsp/GRAPH-NN/flexible_machine.yml'
188+
template: '5/flexible_gat'
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mod_dirs:
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- 'configuration/mods/machine/mods'
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mods:
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- 'agent/dqn/ddqn.yml'
193+
- 'agent/dqn/prioritized.yml'
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- 'agent/dqn/dueling.yml'
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- *default_mods
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# - 'util/action_selector/sample.yml'
197+
198+
marl_dqn_4_flexible_gat: &marl_dqn_4_flexible_gat
199+
base_path: 'configuration/experiments/jsp/GRAPH-NN/flexible_marl_machine.yml'
200+
template: '5/flexible_gat'
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mod_dirs:
202+
- 'configuration/mods/machine/mods'
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mods:
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- 'agent/dqn/ddqn.yml'
205+
- 'agent/dqn/prioritized.yml'
206+
- 'agent/dqn/dueling.yml'
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- 'util/agent/multi_agent.yml'
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- *default_mods
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# - 'util/action_selector/sample.yml'
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###############################################################################################
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@@ -264,23 +311,27 @@ task:
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machine_agent:
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parameters:
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- *dqn_1
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- *marl_dqn_2
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# - *marl_dqn_2
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- *dqn_3
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- *marl_dqn_4
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# - *marl_dqn_4
270317
- output_dir: 'All'
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machine_agent:
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parameters:
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- *dqn_1_all
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- *marl_dqn_2_all
321+
# - *marl_dqn_2_all
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- *dqn_3_all
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- *marl_dqn_4_all
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# - *marl_dqn_4_all
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- output_dir: 'Flexible'
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machine_agent:
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parameters:
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- *dqn_1_flexible
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- *marl_dqn_2_flexible
328+
# - *marl_dqn_2_flexible
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- *dqn_3_flexible
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- *marl_dqn_4_flexible
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- output_dir: 'Flexible GAT'
331+
machine_agent:
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parameters:
333+
- *dqn_1_flexible_gat
334+
- *dqn_3_flexible_gat
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tape:
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machine_reward:

‎diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/5 (PPO)/experiment.yml

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simulator:
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kind: 'td'
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parameters:
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memory: 64
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memory: 96
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emit_trajectory: True
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graph:

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

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@@ -169,9 +169,9 @@ task:
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machine_agent:
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parameters:
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- *dqn_1
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- *marl_dqn_2
172+
# - *marl_dqn_2
173173
- *dqn_3
174-
- *marl_dqn_4
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# - *marl_dqn_4
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tape:
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machine_reward:

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

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@@ -106,7 +106,7 @@ task:
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simulator:
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kind: 'td'
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parameters:
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memory: 64
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memory: 96
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emit_trajectory: True
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graph:

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