diff --git a/tests/config/obs_tests/main_config_LINK_TRAFFIC_LEVELS.yaml b/tests/config/obs_tests/main_config_LINK_TRAFFIC_LEVELS.yaml
index bbdce9c1..2ac8f59a 100644
--- a/tests/config/obs_tests/main_config_LINK_TRAFFIC_LEVELS.yaml
+++ b/tests/config/obs_tests/main_config_LINK_TRAFFIC_LEVELS.yaml
@@ -23,17 +23,10 @@ agent_identifier: A2C
 # "ANY" node and acl actions
 action_type: ANY
 # Number of episodes for training to run per session
-num_train_episodes: 10
+num_train_episodes: 1
 
 # Number of time_steps for training per episode
-num_train_steps: 256
-
-# Number of episodes for evaluation to run per session
-num_eval_episodes: 10
-
-# Number of time_steps for evaluation per episode
-num_eval_steps: 256
-
+num_train_steps: 5
 
 observation_space:
   components:
diff --git a/tests/config/obs_tests/main_config_NODE_LINK_TABLE.yaml b/tests/config/obs_tests/main_config_NODE_LINK_TABLE.yaml
index 41b3e588..a9986d5b 100644
--- a/tests/config/obs_tests/main_config_NODE_LINK_TABLE.yaml
+++ b/tests/config/obs_tests/main_config_NODE_LINK_TABLE.yaml
@@ -23,16 +23,10 @@ agent_identifier: RANDOM
 # "ANY" node and acl actions
 action_type: ANY
 # Number of episodes for training to run per session
-num_train_episodes: 10
+num_train_episodes: 1
 
 # Number of time_steps for training per episode
-num_train_steps: 256
-
-# Number of episodes for evaluation to run per session
-num_eval_episodes: 10
-
-# Number of time_steps for evaluation per episode
-num_eval_steps: 256
+num_train_steps: 5
 
 observation_space:
   components:
diff --git a/tests/config/obs_tests/main_config_NODE_STATUSES.yaml b/tests/config/obs_tests/main_config_NODE_STATUSES.yaml
index 34758199..a129712c 100644
--- a/tests/config/obs_tests/main_config_NODE_STATUSES.yaml
+++ b/tests/config/obs_tests/main_config_NODE_STATUSES.yaml
@@ -23,16 +23,11 @@ agent_identifier: RANDOM
 # "ANY" node and acl actions
 action_type: ANY
 # Number of episodes for training to run per session
-num_train_episodes: 10
+num_train_episodes: 1
 
 # Number of time_steps for training per episode
-num_train_steps: 256
+num_train_steps: 5
 
-# Number of episodes for evaluation to run per session
-num_eval_episodes: 10
-
-# Number of time_steps for evaluation per episode
-num_eval_steps: 256
 
 observation_space:
   components:
diff --git a/tests/config/obs_tests/main_config_without_obs.yaml b/tests/config/obs_tests/main_config_without_obs.yaml
index 352e765c..03d11b82 100644
--- a/tests/config/obs_tests/main_config_without_obs.yaml
+++ b/tests/config/obs_tests/main_config_without_obs.yaml
@@ -23,16 +23,10 @@ agent_identifier: RANDOM
 # "ANY" node and acl actions
 action_type: ANY
 # Number of episodes for training to run per session
-num_train_episodes: 10
+num_train_episodes: 1
 
 # Number of time_steps for training per episode
-num_train_steps: 256
-
-# Number of episodes for evaluation to run per session
-num_eval_episodes: 10
-
-# Number of time_steps for evaluation per episode
-num_eval_steps: 256
+num_train_steps: 5
 # Time delay between steps (for generic agents)
 time_delay: 1
 # Type of session to be run (TRAINING or EVALUATION)