diff --git a/RouteRL/environment/simulator.py b/RouteRL/environment/simulator.py
index d3972419b..9fe6948d5 100644
--- a/RouteRL/environment/simulator.py
+++ b/RouteRL/environment/simulator.py
@@ -94,7 +94,7 @@ def reset(self) -> None:
         self.sumo_connection.load(["--seed", self.seed, "--fcd-output", self.sumo_fcd, '-c', self.sumo_config_path])
 
         self.timestep = 0
-        self.det_dict = []
+        self.det_dict = {}
 
     #####################
 
diff --git a/RouteRL/network_and_config/paths.csv b/RouteRL/network_and_config/paths.csv
index 17d39abb7..7b2790061 100644
--- a/RouteRL/network_and_config/paths.csv
+++ b/RouteRL/network_and_config/paths.csv
@@ -1,3 +1,3 @@
-origin,destination,path,free_flow_time
+origins,destinations,path,free_flow_time
 0,0,"441496282#0,441496282#1,441496282#2,441496282#3,441496282#4,115604047#3,-115604047#3,-115604047#2,279952229#5,115604057#1,-115604057#1",0
 0,0,"441496282#0,441496282#1,441496282#2,441496282#3,441496282#4,115604047#3,-115604047#3,-115604047#2,279952229#5,279952229#6,410338471,-819269916#2,-115604057#1",0
\ No newline at end of file
diff --git a/tutorials/MarlAlgorithmsCsomorNet/params.json b/tutorials/MarlAlgorithmsCsomorNet/params.json
index 7b7190d72..2cafd51f7 100644
--- a/tutorials/MarlAlgorithmsCsomorNet/params.json
+++ b/tutorials/MarlAlgorithmsCsomorNet/params.json
@@ -54,8 +54,8 @@
             "alpha" : 0.2,
             "alpha_sigma": 0.2,
             "alpha_zero": 0.2,
-            "beta" : 0.01,
-            "beta_randomness" : 0.3,
+            "beta" : 0.2,
+            "beta_randomness" : 0,
             "appearance_phase" : "No need for this, by default appears in 0",
             "behavior" : "No need for this, by default selfish"
         }
diff --git a/tutorials/MarlAlgorithmsTwoRouteNet/params.json b/tutorials/MarlAlgorithmsTwoRouteNet/params.json
index 96ff30130..119786fc9 100644
--- a/tutorials/MarlAlgorithmsTwoRouteNet/params.json
+++ b/tutorials/MarlAlgorithmsTwoRouteNet/params.json
@@ -54,8 +54,8 @@
             "alpha" : 0.2,
             "alpha_sigma": 0.2,
             "alpha_zero": 0.2,
-            "beta" : 0.01,
-            "beta_randomness" : 0.3,
+            "beta" : 0.2,
+            "beta_randomness" : 0,
             "appearance_phase" : "No need for this, by default appears in 0",
             "behavior" : "No need for this, by default selfish"
         }
diff --git a/tutorials/PettingZooEnv/params_main.json b/tutorials/PettingZooEnv/params_main.json
index 96ff30130..119786fc9 100644
--- a/tutorials/PettingZooEnv/params_main.json
+++ b/tutorials/PettingZooEnv/params_main.json
@@ -54,8 +54,8 @@
             "alpha" : 0.2,
             "alpha_sigma": 0.2,
             "alpha_zero": 0.2,
-            "beta" : 0.01,
-            "beta_randomness" : 0.3,
+            "beta" : 0.2,
+            "beta_randomness" : 0,
             "appearance_phase" : "No need for this, by default appears in 0",
             "behavior" : "No need for this, by default selfish"
         }
diff --git a/tutorials/SoftwareXExperiments/params.json b/tutorials/SoftwareXExperiments/params.json
index f6dbb9446..6d9aa2c04 100644
--- a/tutorials/SoftwareXExperiments/params.json
+++ b/tutorials/SoftwareXExperiments/params.json
@@ -54,8 +54,8 @@
             "alpha" : 0.2,
             "alpha_sigma": 0.2,
             "alpha_zero": 0.2,
-            "beta" : 0.01,
-            "beta_randomness" : 0.3,
+            "beta" : 0.2,
+            "beta_randomness" : 0,
             "appearance_phase" : "No need for this, by default appears in 0",
             "behavior" : "No need for this, by default selfish"
         }