diff --git a/docker/runner/Dockerfile b/docker/runner/Dockerfile
new file mode 100644
index 000000000..5f4f3f630
--- /dev/null
+++ b/docker/runner/Dockerfile
@@ -0,0 +1,2 @@
+FROM rayproject/ray:latest-py310
+RUN pip install torch==2.5.1 gymnasium numpy==1.24.3 ray[rllib]
\ No newline at end of file