diff --git a/docs/misc/changelog.rst b/docs/misc/changelog.rst
index 5c2a865..2369702 100644
--- a/docs/misc/changelog.rst
+++ b/docs/misc/changelog.rst
@@ -10,7 +10,7 @@ Release 1.6.0 (2022-07-11)
 
 Breaking Changes:
 ^^^^^^^^^^^^^^^^^
-- Upgraded to Stable-Baselines3 >= 1.5.1a7
+- Upgraded to Stable-Baselines3 >= 1.6.0
 - Changed the way policy "aliases" are handled ("MlpPolicy", "CnnPolicy", ...), removing the former
   ``register_policy`` helper, ``policy_base`` parameter and using ``policy_aliases`` static attributes instead (@Gregwar)
 - Renamed ``rollout/exploration rate`` key to ``rollout/exploration_rate`` for QRDQN (to be consistent with SB3 DQN)