diff --git a/src/primaite/config/_package_data/example_config.yaml b/src/primaite/config/_package_data/example_config.yaml
index d0ba61b0..dffb40ea 100644
--- a/src/primaite/config/_package_data/example_config.yaml
+++ b/src/primaite/config/_package_data/example_config.yaml
@@ -691,25 +691,25 @@ agents:
     reward_function:
       reward_components:
         - type: DATABASE_FILE_INTEGRITY
-          weight: 0.34
+          weight: 0.40
           options:
             node_hostname: database_server
             folder_name: database
             file_name: database.db
         - type: WEBPAGE_UNAVAILABLE_PENALTY
-          weight: 0.33
+          weight: 0.25
           options:
             node_hostname: client_1
         - type: WEBPAGE_UNAVAILABLE_PENALTY
-          weight: 0.33
+          weight: 0.25
           options:
             node_hostname: client_2
         - type: GREEN_ADMIN_DATABASE_UNREACHABLE_PENALTY
-          weight: 0.1
+          weight: 0.05
           options:
             node_hostname: client_1
         - type: GREEN_ADMIN_DATABASE_UNREACHABLE_PENALTY
-          weight: 0.1
+          weight: 0.05
           options:
             node_hostname: client_2
 
diff --git a/src/primaite/config/_package_data/example_config_2_rl_agents.yaml b/src/primaite/config/_package_data/example_config_2_rl_agents.yaml
index 575182a8..f7288cb0 100644
--- a/src/primaite/config/_package_data/example_config_2_rl_agents.yaml
+++ b/src/primaite/config/_package_data/example_config_2_rl_agents.yaml
@@ -695,25 +695,25 @@ agents:
     reward_function:
       reward_components:
         - type: DATABASE_FILE_INTEGRITY
-          weight: 0.34
+          weight: 0.40
           options:
             node_hostname: database_server
             folder_name: database
             file_name: database.db
         - type: WEBPAGE_UNAVAILABLE_PENALTY
-          weight: 0.33
+          weight: 0.25
           options:
             node_hostname: client_1
         - type: WEBPAGE_UNAVAILABLE_PENALTY
-          weight: 0.33
+          weight: 0.25
           options:
             node_hostname: client_2
         - type: GREEN_ADMIN_DATABASE_UNREACHABLE_PENALTY
-          weight: 0.1
+          weight: 0.05
           options:
             node_hostname: client_1
         - type: GREEN_ADMIN_DATABASE_UNREACHABLE_PENALTY
-          weight: 0.1
+          weight: 0.05
           options:
             node_hostname: client_2
 
@@ -1251,29 +1251,28 @@ agents:
         - node_name: security_suite
           nic_num: 2
 
-
     reward_function:
       reward_components:
         - type: DATABASE_FILE_INTEGRITY
-          weight: 0.34
+          weight: 0.40
           options:
             node_hostname: database_server
             folder_name: database
             file_name: database.db
         - type: WEBPAGE_UNAVAILABLE_PENALTY
-          weight: 0.33
+          weight: 0.25
           options:
             node_hostname: client_1
         - type: WEBPAGE_UNAVAILABLE_PENALTY
-          weight: 0.33
+          weight: 0.25
           options:
             node_hostname: client_2
         - type: GREEN_ADMIN_DATABASE_UNREACHABLE_PENALTY
-          weight: 0.1
+          weight: 0.05
           options:
             node_hostname: client_1
         - type: GREEN_ADMIN_DATABASE_UNREACHABLE_PENALTY
-          weight: 0.1
+          weight: 0.05
           options:
             node_hostname: client_2