diff --git a/.github/unittest/install_pettingzoo.sh b/.github/unittest/install_pettingzoo.sh
index 0ef1f506..41269e9d 100644
--- a/.github/unittest/install_pettingzoo.sh
+++ b/.github/unittest/install_pettingzoo.sh
@@ -1,4 +1,4 @@
 
-pip install "pettingzoo[all]==1.24.1"
+pip install "pettingzoo[all]==1.24.3"
 sudo apt-get update
 sudo apt-get install python3-opengl xvfb
diff --git a/setup.py b/setup.py
index d934db53..4bb76aae 100644
--- a/setup.py
+++ b/setup.py
@@ -27,15 +27,15 @@ def package_files(directory):
 
 setup(
     name="benchmarl",
-    version="1.0.0",
+    version="1.1.0",
     description="BenchMARL",
     url="https://github.com/facebookresearch/BenchMARL",
     author="Matteo Bettini",
     author_email="mb2389@cl.cam.ac.uk",
-    install_requires=["torchrl>=0.2.0", "tqdm", "hydra-core"],
+    install_requires=["torchrl>=0.3.0", "tqdm", "hydra-core"],
     extras_require={
         "vmas": ["vmas>=1.3.4"],
-        "pettingzoo": ["pettingzoo[all]>=1.24.1"],
+        "pettingzoo": ["pettingzoo[all]>=1.24.3"],
         "gnn": ["torch_geometric"],
     },
     packages=find_packages(),
diff --git a/test/test_pettingzoo.py b/test/test_pettingzoo.py
index 7d86a37d..a96ed56b 100644
--- a/test/test_pettingzoo.py
+++ b/test/test_pettingzoo.py
@@ -43,7 +43,7 @@ def test_all_algos(
         if (prefer_continuous and not algo_config.supports_continuous_actions()) or (
             not prefer_continuous and not algo_config.supports_discrete_actions()
         ):
-            return
+            pytest.skip()
 
         # To not run unsupported algo-task pairs
         if (
@@ -53,7 +53,7 @@ def test_all_algos(
             not task.supports_discrete_actions()
             and not algo_config.supports_continuous_actions()
         ):
-            return
+            pytest.skip()
 
         task = task.get_from_yaml()
         experiment_config.prefer_continuous_actions = prefer_continuous
@@ -119,7 +119,7 @@ def test_reloading_trainer(
         experiment_config.prefer_continuous_actions = prefer_continuous
         algo_config = algo_config.get_from_yaml()
         if isinstance(algo_config, VdnConfig):
-            # There are some bugs currently in TorchRL
+            # There are some bugs currently in TorchRL https://github.com/pytorch/rl/issues/1593
             return
         ExperimentUtils.check_experiment_loading(
             algo_config=algo_config,
diff --git a/test/test_vmas.py b/test/test_vmas.py
index b88534cb..1204ea6c 100644
--- a/test/test_vmas.py
+++ b/test/test_vmas.py
@@ -43,7 +43,7 @@ def test_all_algos(
         if (prefer_continuous and not algo_config.supports_continuous_actions()) or (
             not prefer_continuous and not algo_config.supports_discrete_actions()
         ):
-            return
+            pytest.skip()
 
         task = task.get_from_yaml()
         experiment_config.prefer_continuous_actions = prefer_continuous
@@ -108,7 +108,7 @@ def test_reloading_trainer(
     ):
         algo_config = algo_config.get_from_yaml()
         if isinstance(algo_config, VdnConfig):
-            # There are some bugs currently in TorchRL
+            # There are some bugs currently in TorchRL https://github.com/pytorch/rl/issues/1593
             return
         ExperimentUtils.check_experiment_loading(
             algo_config=algo_config,