diff --git a/plotter/reward_plotter.py b/plotter/reward_plotter.py
index 257ba08..a36e3be 100644
--- a/plotter/reward_plotter.py
+++ b/plotter/reward_plotter.py
@@ -2,6 +2,7 @@ import numpy as np
 import matplotlib.pyplot as plt
 import os
 
+
 def plot_csv(paths, x_axis, y_axis):
     for path_ in paths:
         data = np.genfromtxt(path_, delimiter=',', skip_header=1, dtype=float)
@@ -13,7 +14,10 @@ def plot_csv(paths, x_axis, y_axis):
 
         # Extract the first part of the filename and use it as a label
         label = os.path.basename(path_).split('-')[0:5]
-        label = f"{label[1]}, {label[2]},  {float(label[3].replace('_','.'))}, nrbfs = {int(label[4])}"
+        label = f"{label[1]}," \
+                f" {label[2]}," \
+                f"  {label[3].replace('_', '.') if label[3] != '' else 'base'}," \
+                f" nrbfs = {int(label[4])}"
 
         plt.plot(x, mean, label=label)
         plt.fill_between(
@@ -26,16 +30,23 @@ def plot_csv(paths, x_axis, y_axis):
     plt.xlim([0, mean.shape[0]])
     plt.ylabel(y_axis)
     plt.grid(True)
-    plt.legend(loc="best")
+    plt.legend(loc="lower right")
     plt.show()
 
 
 if __name__ == '__main__':
-
-    filenames = ['mc-ei-random-1_0-5-1685622201_6965265.csv',
-                 'mc-pi-random-1_0-5-1685622464_9843714.csv',
-                 'mc-cb-random-1_0-5-1685622728_8990934.csv']
+    filenames = ['BO/mc-ei-bo--5-1685952362_3531659.csv',
+                 'random-0_95/mc-ei-random-0_95-5-1685956146_775975.csv',
+                 'regular-10_0/mc-ei-regular-10-5-1685968651_7080765.csv',
+                 ]
     home_dir = os.path.expanduser('~')
-    file_path = os.path.join(home_dir, 'Documents/IntRLResults')
+    file_path = os.path.join(home_dir, 'Documents/IntRLResults/mc-e50r10')
     paths = [os.path.join(file_path, filename) for filename in filenames]
     plot_csv(paths, 'Episodes', 'Reward')
+    #
+    # filenames2 = ['mc-ei-random-1_0-10-1685708208_6402516.csv',
+    #               'mc-pi-random-1_0-10-1685709168_7113624.csv',
+    #               'mc-cb-random-1_0-10-1685714487_4603446.csv']
+    #
+    # paths2 = [os.path.join(file_path, filename) for filename in filenames2]
+    # plot_csv(paths2, 'Episodes', 'Reward')