Fix typos

DLR-RM · Mar 31, 2024 · 89d44cf · 89d44cf
1 parent 4c77992
commit 89d44cf
Showing 1 changed file with 3 additions and 4 deletions.
diff --git a/docs/misc/changelog.rst b/docs/misc/changelog.rst
@@ -22,11 +22,11 @@ Breaking Changes:
 
 .. note::
 
-	Two inconsistencies remains: the default network architecture for ``TD3/DDPG`` is ``[400, 300]`` instead of ``[256, 256]`` for SAC (for backward compatibility reasons, see `report on the influence of the network size <https://wandb.ai/openrlbenchmark/sbx/reports/SBX-TD3-Influence-of-policy-net--Vmlldzo2NDg1Mzk3>`_) and the default learning rate is 1e-3 instead of 3e-4 for SAC (for performance reasons, see `W&B report on the influence of the lr <https://wandb.ai/openrlbenchmark/sbx/reports/SBX-TD3-RL-Zoo-v2-3-0a0-vs-SB3-TD3-RL-Zoo-2-2-1---Vmlldzo2MjUyNTQx>`_)
+	Two inconsistencies remain: the default network architecture for ``TD3/DDPG`` is ``[400, 300]`` instead of ``[256, 256]`` for SAC (for backward compatibility reasons, see `report on the influence of the network size <https://wandb.ai/openrlbenchmark/sbx/reports/SBX-TD3-Influence-of-policy-net--Vmlldzo2NDg1Mzk3>`_) and the default learning rate is 1e-3 instead of 3e-4 for SAC (for performance reasons, see `W&B report on the influence of the lr <https://wandb.ai/openrlbenchmark/sbx/reports/SBX-TD3-RL-Zoo-v2-3-0a0-vs-SB3-TD3-RL-Zoo-2-2-1---Vmlldzo2MjUyNTQx>`_)
 
 
 
-- The default ``leanrning_starts`` parameter of ``DQN`` have been changed to be consistent with the other offpolicy algorithms
+- The default ``learning_starts`` parameter of ``DQN`` have been changed to be consistent with the other offpolicy algorithms
 
 
 .. code-block:: python
@@ -38,8 +38,7 @@ Breaking Changes:
 
 - For safety, ``torch.load()`` is now called with ``weights_only=True`` when loading torch tensors,
   policy ``load()`` still uses ``weights_only=False`` as gymnasium imports are required for it to work
-- When using ``huggingface_sb3``, you will now need to set ``TRUST_REMOTE_CODE=True`` when downloading models from the hub,
-  as ``pickle.load`` is not safe.
+- When using ``huggingface_sb3``, you will now need to set ``TRUST_REMOTE_CODE=True`` when downloading models from the hub, as ``pickle.load`` is not safe.
 
 
 New Features: