diff --git a/.gitignore b/.gitignore
index e2363a0..996a8ec 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,9 @@
 # Stuff
-_example/
\ No newline at end of file
+#_example/
+
+# Python
+__pycache__/
+
+# Training
+training/**/events.out.tfevents.*
+training/**/checkpoints/
diff --git a/training/runs/ppo_herding/best_model/best_model.zip b/training/runs/ppo_herding/best_model/best_model.zip
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index 0000000..e23c582
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diff --git a/training/runs/ppo_herding/evaluations.npz b/training/runs/ppo_herding/evaluations.npz
new file mode 100644
index 0000000..25b9d46
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diff --git a/training/runs/ppo_herding/final_model.zip b/training/runs/ppo_herding/final_model.zip
new file mode 100644
index 0000000..0989878
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diff --git a/training/runs/ppo_herding/vecnorm.pkl b/training/runs/ppo_herding/vecnorm.pkl
new file mode 100644
index 0000000..1a6b1fb
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