diff --git a/rllib/tuned_examples/regression_tests/cartpole-ppo-torch.yaml b/rllib/tuned_examples/regression_tests/cartpole-ppo-torch.yaml
new file mode 100644
index 000000000..3d3ad4291
--- /dev/null
+++ b/rllib/tuned_examples/regression_tests/cartpole-ppo-torch.yaml
@@ -0,0 +1,11 @@
+cartpole-ppo-tf:
+    env: CartPole-v0
+    run: PPO
+    stop:
+        episode_reward_mean: 150
+        timesteps_total: 100000
+    config:
+        num_workers: 1
+        batch_mode: complete_episodes
+        observation_filter: MeanStdFilter
+        use_pytorch: true