diff --git a/docs/guide/tensorboard.rst b/docs/guide/tensorboard.rst
index 6235a14..dc39d8b 100644
--- a/docs/guide/tensorboard.rst
+++ b/docs/guide/tensorboard.rst
@@ -265,7 +265,7 @@ can get direct access to the underlying SummaryWriter in a callback:
         def _on_training_start(self):
             self._log_freq = 1000  # log every 1000 calls
 
-            output_formats = self.logger.Logger.CURRENT.output_formats
+            output_formats = self.logger.output_formats
             # Save reference to tensorboard formatter object
             # note: the failure case (not formatter found) is not handled here, should be done with try/except.
             self.tb_formatter = next(formatter for formatter in output_formats if isinstance(formatter, TensorBoardOutputFormat))
diff --git a/docs/misc/changelog.rst b/docs/misc/changelog.rst
index 599ff95..c1d8d16 100644
--- a/docs/misc/changelog.rst
+++ b/docs/misc/changelog.rst
@@ -48,6 +48,7 @@ Documentation:
 - Fix indentation 2 spaces to 4 spaces in custom env documentation example (@Gautam-J)
 - Update MlpExtractor docstring (@gianlucadecola)
 - Added explanation of the logger output
+- Update ``Directly Accessing The Summary Writer`` in tensorboard integration (@xy9485)
 
 Release 1.4.0 (2022-01-18)
 ---------------------------
@@ -926,4 +927,4 @@ And all the contributors:
 @benblack769 @bstee615 @c-rizz @skandermoalla @MihaiAnca13 @davidblom603 @ayeright @cyprienc
 @wkirgsn @AechPro @CUN-bjy @batu @IljaAvadiev @timokau @kachayev @cleversonahum
 @eleurent @ac-93 @cove9988 @theDebugger811 @hsuehch @Demetrio92 @thomasgubler @IperGiove @ScheiklP
-@simoninithomas @armandpl @manuel-delverme @Gautam-J @gianlucadecola @buoyancy99 @caburu
+@simoninithomas @armandpl @manuel-delverme @Gautam-J @gianlucadecola @buoyancy99 @caburu @xy9485