diff --git a/CHANGELOG.md b/CHANGELOG.md
index 818971b2..2bba64b5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,14 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.html).
 
 <!-- insertion marker -->
+## [0.6.2](https://github.com/mkdocstrings/python/releases/tag/0.6.2) - 2022-02-17
+
+<small>[Compare with 0.6.1](https://github.com/mkdocstrings/python/compare/0.6.1...0.6.2)</small>
+
+### Bug Fixes
+- Catch alias resolution errors ([b734dd0](https://github.com/mkdocstrings/python/commit/b734dd0dcd72f5b985b3afce01e852c9c74e451a) by Timothée Mazzucotelli).
+
+
 ## [0.6.1](https://github.com/mkdocstrings/python/releases/tag/0.6.1) - 2022-02-17
 
 <small>[Compare with 0.6.0](https://github.com/mkdocstrings/python/compare/0.6.0...0.6.1)</small>
diff --git a/src/mkdocstrings_handlers/python/collector.py b/src/mkdocstrings_handlers/python/collector.py
index eb1879bd..ebddaaac 100644
--- a/src/mkdocstrings_handlers/python/collector.py
+++ b/src/mkdocstrings_handlers/python/collector.py
@@ -6,10 +6,12 @@
 from __future__ import annotations
 
 from collections import ChainMap
+from contextlib import suppress
 
 from griffe.agents.extensions import load_extensions
 from griffe.collections import LinesCollection, ModulesCollection
 from griffe.docstrings.parsers import Parser
+from griffe.exceptions import AliasResolutionError
 from griffe.loader import GriffeLoader
 from mkdocstrings.handlers.base import BaseCollector, CollectionError, CollectorItem
 from mkdocstrings.loggers import get_logger
@@ -85,8 +87,10 @@ def collect(self, identifier: str, config: dict) -> CollectorItem:  # noqa: WPS2
         except KeyError as error:  # noqa: WPS440
             raise CollectionError(f"{identifier} could not be found") from error
 
-        if not unknown_module and doc_object.docstring is not None:
-            doc_object.docstring.parser = parser
-            doc_object.docstring.parser_options = parser_options
+        if not unknown_module:
+            with suppress(AliasResolutionError):
+                if doc_object.docstring is not None:
+                    doc_object.docstring.parser = parser
+                    doc_object.docstring.parser_options = parser_options
 
         return doc_object
diff --git a/src/mkdocstrings_handlers/python/renderer.py b/src/mkdocstrings_handlers/python/renderer.py
index 77f367e4..93c91195 100644
--- a/src/mkdocstrings_handlers/python/renderer.py
+++ b/src/mkdocstrings_handlers/python/renderer.py
@@ -10,6 +10,7 @@
 from typing import Any, Sequence
 
 from griffe.dataclasses import Alias, Object
+from griffe.exceptions import AliasResolutionError
 from markdown import Markdown
 from markupsafe import Markup
 from mkdocstrings.extension import PluginError
@@ -127,7 +128,10 @@ def render(self, data: CollectorItem, config: dict) -> str:  # noqa: D102 (ignor
         )
 
     def get_anchors(self, data: CollectorItem) -> list[str]:  # noqa: D102 (ignore missing docstring)
-        return list({data.path, data.canonical_path, *data.aliases})
+        try:
+            return list({data.path, data.canonical_path, *data.aliases})
+        except AliasResolutionError:
+            return [data.path]
 
     def update_env(self, md: Markdown, config: dict) -> None:  # noqa: D102 (ignore missing docstring)
         super().update_env(md, config)