diff --git a/tests/test_policies.py b/tests/test_policies.py
index 24125aba..c116845d 100644
--- a/tests/test_policies.py
+++ b/tests/test_policies.py
@@ -255,10 +255,10 @@ def test_backward_compatibility(env_name, policy_name, extra_overrides):
     output_dict, grad_stats, param_stats, actions = get_policy_stats(env_name, policy_name, extra_overrides)
 
     for key in saved_output_dict:
-        assert torch.isclose(output_dict[key], saved_output_dict[key], rtol=0.1, atol=1e-7).all()
+        assert torch.isclose(output_dict[key], saved_output_dict[key], rtol=0.1, atol=1e-8).all()
     for key in saved_grad_stats:
-        assert torch.isclose(grad_stats[key], saved_grad_stats[key], rtol=0.1, atol=1e-7).all()
+        assert torch.isclose(grad_stats[key], saved_grad_stats[key], rtol=0.1, atol=1e-8).all()
     for key in saved_param_stats:
-        assert torch.isclose(param_stats[key], saved_param_stats[key], rtol=0.1, atol=1e-7).all()
+        assert torch.isclose(param_stats[key], saved_param_stats[key], rtol=0.1, atol=1e-8).all()
     for key in saved_actions:
-        assert torch.isclose(actions[key], saved_actions[key], rtol=0.1, atol=1e-7).all()
+        assert torch.isclose(actions[key], saved_actions[key], rtol=0.1, atol=1e-8).all()