diff --git a/rllib/algorithms/algorithm.py b/rllib/algorithms/algorithm.py
index 701d21bd87c7..16989724068a 100644
--- a/rllib/algorithms/algorithm.py
+++ b/rllib/algorithms/algorithm.py
@@ -344,7 +344,7 @@ def from_checkpoint(
                 new="Algorithm.from_checkpoint(path=...)",
                 error=True,
             )
-        checkpoint_info = get_checkpoint_info(path)
+        checkpoint_info = get_checkpoint_info(path, filesystem)
 
         # New API stack -> Use Checkpointable's default implementation.
         if checkpoint_info["checkpoint_version"] >= version.Version("2.0"):