diff --git a/docs/environment.yml b/docs/environment.yml
index 34e94eb8..005ef1c6 100644
--- a/docs/environment.yml
+++ b/docs/environment.yml
@@ -6,3 +6,4 @@ channels:
 dependencies:
 - pyqt
 - qtpy
+- sphinx_rtd_theme
diff --git a/docs/source/conf.py b/docs/source/conf.py
index e6196af0..ce2f9c99 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -43,6 +43,7 @@
     'sphinx.ext.autosummary',
     'sphinx.ext.viewcode',
     'sphinx.ext.napoleon',
+    'sphinx_rtd_theme',
 ]
 
 autosummary_generate = True
@@ -72,8 +73,8 @@
 
 # General information about the project.
 project = u'qtawesome'
-copyright = u'2015, The Spyder Development Team'
-author = u'The Spyder Development Team'
+copyright = u'2015-, The Spyder Development Team'
+author = u'Sylvain Corlay and the Spyder Development Team'
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
@@ -89,7 +90,7 @@
 #
 # This is also used if you do content translation via gettext catalogs.
 # Usually you set "language" from the command line for these cases.
-language = None
+# language = None
 
 # There are two options for replacing |today|: either, you set today to some
 # non-false value, then it is used:
@@ -133,7 +134,7 @@
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
-# html_theme = 'alabaster'
+html_theme = 'sphinx_rtd_theme'
 
 # Theme options are theme-specific and customize the look and feel of a theme
 # further.  For a list of options available for each theme, see the
@@ -310,4 +311,4 @@
 
 
 # Example configuration for intersphinx: refer to the Python standard library.
-intersphinx_mapping = {'https://docs.python.org/': None}
+intersphinx_mapping = {'python': ('https://docs.python.org/3', None)}
diff --git a/readthedocs.yml b/readthedocs.yml
index 9d944f16..23e47fc8 100644
--- a/readthedocs.yml
+++ b/readthedocs.yml
@@ -1,5 +1,19 @@
+version: 2
+
+build:
+  os: "ubuntu-22.04"
+  tools:
+    python: "mambaforge-22.9"
+
 conda:
-    file: docs/environment.yml
+  environment: docs/environment.yml
+
 python:
-    version: 3
-    setup_py_install: true
+  install:
+    - method: pip
+      path: .
+
+sphinx:
+  builder: html
+  configuration: docs/source/conf.py
+  fail_on_warning: true
\ No newline at end of file