diff --git a/examples/training_navigation.py b/examples/training_navigation.py
index 47487086a3858dc1fd71006b934dc353300498bc..efc89c566f7779e011e5426b83a761626286222a 100644
--- a/examples/training_navigation.py
+++ b/examples/training_navigation.py
@@ -35,13 +35,13 @@ env = RailEnv(width=20,
               rail_generator=complex_rail_generator(nr_start_goal=20, min_dist=10, max_dist=99999, seed=0),
               number_of_agents=5)
 
-
+"""
 env = RailEnv(width=20,
               height=20,
               rail_generator=rail_from_list_of_saved_GridTransitionMap_generator(
-                  ['../env-data/tests/circle.npy']),
+                      ['../notebooks/testing_11.npy']),
               number_of_agents=1)
-"""
+
 
 env_renderer = RenderTool(env, gl="QT")
 handle = env.get_agent_handles()
@@ -61,7 +61,7 @@ action_prob = [0] * 4
 agent = Agent(state_size, action_size, "FC", 0)
 agent.qnetwork_local.load_state_dict(torch.load('../flatland/baselines/Nets/avoid_checkpoint14900.pth'))
 
-demo = False
+demo = True
 
 
 def max_lt(seq, val):
diff --git a/flatland/envs/rail_env.py b/flatland/envs/rail_env.py
index d8f1af4724c33772dd2b12b28f4d9e392a87b728..9a48915bce8386f0ffe0237c6bf9512b0609d82a 100644
--- a/flatland/envs/rail_env.py
+++ b/flatland/envs/rail_env.py
@@ -366,13 +366,9 @@ class RailEnv(Environment):
                             is_deadend = True
 
                     if np.sum(possible_transitions) == 1:
-                        # Checking for curves
-                        curv_dir = np.argmax(possible_transitions)
-                        # valid_transition = self.rail.get_transition(
-                        #    (pos[0], pos[1], direction),
-                        #    movement)
+                        # Take only available transition
+                        movement = np.argmax(possible_transitions)
 
-                        movement = curv_dir
                 new_position = self._new_position(pos, movement)
                 # Is it a legal move?  1) transition allows the movement in the
                 # cell,  2) the new cell is not empty (case 0),  3) the cell is
diff --git a/flatland/utils/rendertools.py b/flatland/utils/rendertools.py
index e6cc4cccc5d0cb219709cb7b805e440dfd954b52..09ac48997bcb1c420be146ee011042c45b6b597f 100644
--- a/flatland/utils/rendertools.py
+++ b/flatland/utils/rendertools.py
@@ -208,7 +208,7 @@ class RenderTool(object):
         xyDir = np.matmul(rcDir, rt.grc2xy)          # agent direction in xy
 
         xyPos = np.matmul(rcPos - rcDir / 2, rt.grc2xy) + rt.xyHalf
-        print("Agent:", rcPos, iDir, rcDir, xyDir, xyPos)
+        #print("Agent:", rcPos, iDir, rcDir, xyDir, xyPos)
         self.gl.scatter(*xyPos, color=color, marker="o", s=100)            # agent location
 
         xyDirLine = array([xyPos, xyPos + xyDir/2]).T  # line for agent orient.