diff --git a/mmengine/registry/build_functions.py b/mmengine/registry/build_functions.py
index f0558b69..283fc8c0 100644
--- a/mmengine/registry/build_functions.py
+++ b/mmengine/registry/build_functions.py
@@ -184,7 +184,7 @@ def build_runner_from_cfg(cfg: Union[dict, ConfigDict, Config],
                     f'{obj_type} is not in the {registry.name} registry. '
                     f'Please check whether the value of `{obj_type}` is '
                     'correct or it was registered as expected. More details '
-                    'can be found at https://mmengine.readthedocs.io/en/latest/tutorials/config.html#import-custom-python-modules'  # noqa: E501
+                    'can be found at https://mmengine.readthedocs.io/en/latest/advanced_tutorials/config.html#import-the-custom-module'  # noqa: E501
                 )
         elif inspect.isclass(obj_type):
             runner_cls = obj_type
@@ -292,7 +292,7 @@ def build_scheduler_from_cfg(
                         f'{scheduler_type} is not in the {registry.name} '
                         'registry. Please check whether the value of '
                         f'`{scheduler_type}` is correct or it was registered '
-                        'as expected. More details can be found at https://mmengine.readthedocs.io/en/latest/tutorials/config.html#import-custom-python-modules'  # noqa: E501
+                        'as expected. More details can be found at https://mmengine.readthedocs.io/en/latest/advanced_tutorials/config.html#import-the-custom-module'  # noqa: E501
                     )
             elif inspect.isclass(scheduler_type):
                 scheduler_cls = scheduler_type
diff --git a/mmengine/registry/root.py b/mmengine/registry/root.py
index 2768832e..db2e5206 100644
--- a/mmengine/registry/root.py
+++ b/mmengine/registry/root.py
@@ -3,7 +3,7 @@
 projects.
 
 More datails can be found at
-https://mmengine.readthedocs.io/en/latest/tutorials/registry.html.
+https://mmengine.readthedocs.io/en/latest/advanced_tutorials/registry.html.
 """
 
 from .build_functions import (build_model_from_cfg, build_runner_from_cfg,