diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index 755af66..29743b9 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
         os: [ubuntu-latest, macos-latest, windows-latest]
     steps:
     - uses: actions/checkout@v1
@@ -18,16 +18,6 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
-    - if: matrix.os == 'windows-latest' && matrix.python-version != '3.10'
-      name: Install dependencies - Windows
-      run: |
-          python -m pip install --upgrade pip
-          python -m pip install 'torch==1.8.0' -f https://download.pytorch.org/whl/cpu/torch/
-    - if: matrix.os == 'windows-latest' && matrix.python-version == '3.10'
-      name: Install dependencies - Windows
-      run: |
-          python -m pip install --upgrade pip
-          python -m pip install 'torch==1.11.0' -f https://download.pytorch.org/whl/cpu/torch/
     - name: Install dependencies
       run: |
           python -m pip install --upgrade pip
diff --git a/.github/workflows/minimum.yml b/.github/workflows/minimum.yml
index 349046e..e56b5a5 100644
--- a/.github/workflows/minimum.yml
+++ b/.github/workflows/minimum.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
         os: [ubuntu-latest, macos-latest, windows-latest]
     steps:
     - uses: actions/checkout@v1
@@ -18,16 +18,6 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
-    - if: matrix.os == 'windows-latest' && matrix.python-version != 3.10
-      name: Install dependencies - Windows
-      run: |
-          python -m pip install --upgrade pip
-          python -m pip install 'torch==1.8.0' -f https://download.pytorch.org/whl/cpu/torch/
-    - if: matrix.os == 'windows-latest' && matrix.python-version == 3.10
-      name: Install dependencies - Windows
-      run: |
-          python -m pip install --upgrade pip
-          python -m pip install 'torch==1.11.0' -f https://download.pytorch.org/whl/cpu/torch/
     - name: Install dependencies
       run: |
           python -m pip install --upgrade pip
diff --git a/.github/workflows/readme.yml b/.github/workflows/readme.yml
index 7c03b41..14fddf4 100644
--- a/.github/workflows/readme.yml
+++ b/.github/workflows/readme.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
         os: [ubuntu-latest, macos-latest]   # skip windows bc rundoc fails
     steps:
     - uses: actions/checkout@v1
diff --git a/.github/workflows/unit.yml b/.github/workflows/unit.yml
index 220ec98..288a67e 100644
--- a/.github/workflows/unit.yml
+++ b/.github/workflows/unit.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
         os: [ubuntu-latest, macos-latest, windows-latest]
     steps:
     - uses: actions/checkout@v1
@@ -18,16 +18,6 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
-    - if: matrix.os == 'windows-latest' && matrix.python-version != 3.10
-      name: Install dependencies - Windows
-      run: |
-          python -m pip install --upgrade pip
-          python -m pip install 'torch==1.8.0' -f https://download.pytorch.org/whl/cpu/torch/
-    - if: matrix.os == 'windows-latest' && matrix.python-version == 3.10
-      name: Install dependencies - Windows
-      run: |
-          python -m pip install --upgrade pip
-          python -m pip install 'torch==1.11.0' -f https://download.pytorch.org/whl/cpu/torch/
     - name: Install dependencies
       run: |
           python -m pip install --upgrade pip
diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index c080c5a..2550f8b 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -120,7 +120,7 @@ Before you submit a pull request, check that it meets these guidelines:
 4. If the pull request adds functionality, the docs should be updated. Put
    your new functionality into a function with a docstring, and add the
    feature to the list in README.rst.
-5. The pull request should work for Python 3.8, 3.9, and 3.10. Check
+5. The pull request should work for Python 3.8, 3.9, 3.10 and 3.11. Check
    https://github.com/sdv-dev/SDGym/actions
    and make sure that all the checks pass.
 
diff --git a/INSTALL.md b/INSTALL.md
index af79575..af913df 100644
--- a/INSTALL.md
+++ b/INSTALL.md
@@ -2,7 +2,7 @@
 
 ## Requirements
 
-**SDGym** has been developed and tested on [Python 3.8, 3.9, and 3.10](https://www.python.org/downloads/)
+**SDGym** has been developed and tested on [Python 3.8, 3.9, 3.10 and 3.11](https://www.python.org/downloads/)
 
 Also, although it is not strictly required, the usage of a [virtualenv](
 https://virtualenv.pypa.io/en/latest/) is highly recommended in order to avoid
diff --git a/setup.py b/setup.py
index bd2f288..7132f13 100644
--- a/setup.py
+++ b/setup.py
@@ -19,16 +19,18 @@
     'humanfriendly>=8.2,<11',
     "numpy>=1.20.0,<2;python_version<'3.10'",
     "numpy>=1.23.3,<2;python_version>='3.10'",
-    "pandas>=1.1.3,<2;python_version<'3.10'",
-    "pandas>=1.5.0,<2;python_version>='3.10'",
+    "pandas>=1.1.3;python_version<'3.10'",
+    "pandas>=1.3.4;python_version>='3.10' and python_version<'3.11'",
+    "pandas>=1.5.0;python_version>='3.11'",
     'psutil>=5.7,<6',
     "scikit-learn>=0.24,<2;python_version<'3.10'",
     "scikit-learn>=1.1.3,<2;python_version>='3.10'",
     "scipy>=1.5.4,<2;python_version<'3.10'",
     "scipy>=1.9.2,<2;python_version>='3.10'",
     'tabulate>=0.8.3,<0.9',
-    "torch>=1.8.0,<3;python_version<'3.10'",
-    "torch>=1.11.0,<3;python_version>='3.10'",
+    "torch>=1.8.0;python_version<'3.10'",
+    "torch>=1.11.0;python_version>='3.10' and python_version<'3.11'",
+    "torch>=2.0.0;python_version>='3.11'",
     'tqdm>=4.15,<5',
     'XlsxWriter>=1.2.8,<4',
     'rdt>=1.3.0,<2.0',
@@ -112,6 +114,7 @@
         'Programming Language :: Python :: 3.8',
         'Programming Language :: Python :: 3.9',
         'Programming Language :: Python :: 3.10',
+        'Programming Language :: Python :: 3.11',
         'Topic :: Scientific/Engineering :: Artificial Intelligence',
     ],
     description=(
diff --git a/tox.ini b/tox.ini
index 09c1647..20a886f 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,5 @@
 [tox]
-envlist = py38-lint, py3{8,9,10}-{integration,unit,minimum,readme}
+envlist = py38-lint, py3{8,9,10,11}-{integration,unit,minimum,readme}
 
 [testenv]
 skipsdist = false