diff --git a/test/test_magent.py b/test/test_magent.py
index cc9aecdf..26c9aab1 100644
--- a/test/test_magent.py
+++ b/test/test_magent.py
@@ -7,6 +7,7 @@
 
 import pytest
 
+from algorithms import IppoConfig, IsacConfig, MasacConfig, QmixConfig
 from benchmarl.algorithms import algorithm_config_registry
 from benchmarl.algorithms.common import AlgorithmConfig
 from benchmarl.environments import MAgentTask, Task
@@ -41,50 +42,50 @@ def test_all_algos(
         )
         experiment.run()
 
-    # @pytest.mark.parametrize("algo_config", [MappoConfig, QmixConfig, IsacConfig])
-    # @pytest.mark.parametrize("task", [MAgentTask.ADVERSARIAL_PURSUIT])
-    # def test_gnn(
-    #     self,
-    #     algo_config: AlgorithmConfig,
-    #     task: Task,
-    #     experiment_config,
-    #     cnn_gnn_sequence_config,
-    # ):
-    #     task = task.get_from_yaml()
-    #     experiment = Experiment(
-    #         algorithm_config=algo_config.get_from_yaml(),
-    #         model_config=cnn_gnn_sequence_config,
-    #         critic_model_config=cnn_gnn_sequence_config,
-    #         seed=0,
-    #         config=experiment_config,
-    #         task=task,
-    #     )
-    #     experiment.run()
-    #
-    # @pytest.mark.parametrize("algo_config", [IppoConfig, QmixConfig, MasacConfig])
-    # @pytest.mark.parametrize("task", [MAgentTask.ADVERSARIAL_PURSUIT])
-    # def test_lstm(
-    #     self,
-    #     algo_config: AlgorithmConfig,
-    #     task: Task,
-    #     experiment_config,
-    #     cnn_lstm_sequence_config,
-    # ):
-    #     algo_config = algo_config.get_from_yaml()
-    #     if algo_config.has_critic():
-    #         algo_config.share_param_critic = False
-    #     experiment_config.share_policy_params = False
-    #     task = task.get_from_yaml()
-    #     experiment = Experiment(
-    #         algorithm_config=algo_config,
-    #         model_config=cnn_lstm_sequence_config,
-    #         critic_model_config=cnn_lstm_sequence_config,
-    #         seed=0,
-    #         config=experiment_config,
-    #         task=task,
-    #     )
-    #     experiment.run()
-    #
+    @pytest.mark.parametrize("algo_config", [IppoConfig, QmixConfig, IsacConfig])
+    @pytest.mark.parametrize("task", [MAgentTask.ADVERSARIAL_PURSUIT])
+    def test_gnn(
+        self,
+        algo_config: AlgorithmConfig,
+        task: Task,
+        experiment_config,
+        cnn_gnn_sequence_config,
+    ):
+        task = task.get_from_yaml()
+        experiment = Experiment(
+            algorithm_config=algo_config.get_from_yaml(),
+            model_config=cnn_gnn_sequence_config,
+            critic_model_config=cnn_gnn_sequence_config,
+            seed=0,
+            config=experiment_config,
+            task=task,
+        )
+        experiment.run()
+
+    @pytest.mark.parametrize("algo_config", [IppoConfig, QmixConfig, MasacConfig])
+    @pytest.mark.parametrize("task", [MAgentTask.ADVERSARIAL_PURSUIT])
+    def test_lstm(
+        self,
+        algo_config: AlgorithmConfig,
+        task: Task,
+        experiment_config,
+        cnn_lstm_sequence_config,
+    ):
+        algo_config = algo_config.get_from_yaml()
+        if algo_config.has_critic():
+            algo_config.share_param_critic = False
+        experiment_config.share_policy_params = False
+        task = task.get_from_yaml()
+        experiment = Experiment(
+            algorithm_config=algo_config,
+            model_config=cnn_lstm_sequence_config,
+            critic_model_config=cnn_lstm_sequence_config,
+            seed=0,
+            config=experiment_config,
+            task=task,
+        )
+        experiment.run()
+
     # @pytest.mark.parametrize("algo_config", algorithm_config_registry.values())
     # @pytest.mark.parametrize("task", [MAgentTask.ADVERSARIAL_PURSUIT])
     # def test_reloading_trainer(
@@ -105,25 +106,25 @@ def test_all_algos(
     #         experiment_config=experiment_config,
     #         task=task.get_from_yaml(),
     #     )
-    #
-    # @pytest.mark.parametrize("algo_config", [QmixConfig, IppoConfig, MasacConfig])
-    # @pytest.mark.parametrize("task", [MAgentTask.ADVERSARIAL_PURSUIT])
-    # @pytest.mark.parametrize("share_params", [True, False])
-    # def test_share_policy_params(
-    #     self,
-    #     algo_config: AlgorithmConfig,
-    #     task: Task,
-    #     share_params,
-    #     experiment_config,
-    #     cnn_sequence_config,
-    # ):
-    #     experiment_config.share_policy_params = share_params
-    #     task = task.get_from_yaml()
-    #     experiment = Experiment(
-    #         algorithm_config=algo_config.get_from_yaml(),
-    #         model_config=cnn_sequence_config,
-    #         seed=0,
-    #         config=experiment_config,
-    #         task=task,
-    #     )
-    #     experiment.run()
+
+    @pytest.mark.parametrize("algo_config", [QmixConfig, IppoConfig, MasacConfig])
+    @pytest.mark.parametrize("task", [MAgentTask.ADVERSARIAL_PURSUIT])
+    @pytest.mark.parametrize("share_params", [True, False])
+    def test_share_policy_params(
+        self,
+        algo_config: AlgorithmConfig,
+        task: Task,
+        share_params,
+        experiment_config,
+        cnn_sequence_config,
+    ):
+        experiment_config.share_policy_params = share_params
+        task = task.get_from_yaml()
+        experiment = Experiment(
+            algorithm_config=algo_config.get_from_yaml(),
+            model_config=cnn_sequence_config,
+            seed=0,
+            config=experiment_config,
+            task=task,
+        )
+        experiment.run()