diff --git a/docs/release_notes/ver_1_6.md b/docs/release_notes/ver_1_6.md
index fc523e8a..f9da0326 100644
--- a/docs/release_notes/ver_1_6.md
+++ b/docs/release_notes/ver_1_6.md
@@ -2,6 +2,43 @@
 title: Version 1.6
 ---
 
+### ClearML Agent 1.6.1
+
+**Bug Fix**
+* Fix `requests` requirement lower constraint breaks backwards compatibility for Python 3.6
+
+### ClearML Agent 1.6.0
+
+**New Features and Improvements**
+* Upgrade `requests` library [ClearML Agent GitHub issue #161](https://github.com/allegroai/clearml-agent/issues/161)
+* Add support for controlling PyTorch resolving mode using the `CLEARML_AGENT_PACKAGE_PYTORCH_RESOLVE` environment 
+variable and `agent.package_manager.pytorch_resolve configuration` setting with `none` (no resolving), `pip` (sets extra 
+index based on cuda and lets pip resolve) or `direct` (the previous parsing algorithm that does the matching and downloading). Default is `pip` [ClearML Agent GitHub issue #152](https://github.com/allegroai/clearml-agent/issues/152)
+* Add backwards compatibility in standalone mode using the `CLEARML_AGENT_STANDALONE_CONFIG_BC` environment variable
+* Add `CLEARML_AGENT_DOCKER_AGENT_REPO` alias for the `FORCE_CLEARML_AGENT_REPO` environment variable
+* Show a better message for `agent init` when an existing `clearml.conf` is found
+* Add support for task field injection into container docker name using the `agent.docker_container_name_format_fields` 
+configuration setting
+* Add support for adding additional labels to docker containers using the `CLEARML_AGENT_EXTRA_DOCKER_LABELS` environment variable
+* Add support for setting file mode in files applied by the agent (using the `files` configuration option) using the 
+`mode` property
+* Add support for skipping agent pip upgrade in the default k8s pod container bash script using the `CLEARML_AGENT_NO_UPDATE` environment variable
+* Add support for additional pip install flags when installing dependencies using the `CLEARML_EXTRA_PIP_INSTALL_FLAGS` 
+environment variable and `agent.package_manager.extra_pip_install_flags` configuration option
+* Add support for extra docker arguments referencing machines environment variables using the `agent.docker_allow_host_environ` 
+configuration option, allowing users to use `$ENV` in the task docker arguments (e.g. `-e HOST_NAME=$HOST_NAME`)
+* Add support for k8s jobs execution (as opposed to only pods)
+* Update default docker image versions
+* Add Python 3.11 support
+
+**Bug Fixes**
+* Fix `git+ssh://` links inside installed packages not being properly converted to authenticated `https://` and vice versa
+* Fix pip version required in the "Installed Packages" is now preserved and reinstalled
+* Fix various agent paths not loaded correctly if an empty string or null is used (should be disabled, not converted to `.`)
+* Fix docker container backwards compatibility for `API<2.13`
+* Fix default docker match rules resolver (used incorrect field `"container" instead of "image")
+* Fix task docker argument might be passed twice (might cause an error with flags such as `--network` and `--ipc`)
+
 ### ClearML SDK 1.6.4
 
 **Bug Fix**