diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index 177126ec4c..e1630aca07 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -28,26 +28,36 @@ jobs:
     strategy:
       matrix:
         include:
-        - os: ubuntu-20.04
+        - os: ubuntu-22.04
           OS_TYPE: "Linux"
           CI_PYBIN: python3
+          OS_PYTHON_VERSION: 3.10
           CIBW_ENVIRONMENT: "CXX=$(which g++) OPEN_SPIEL_BUILDING_WHEEL='ON' OPEN_SPIEL_BUILD_WITH_ACPC='ON' OPEN_SPIEL_BUILD_WITH_HANABI='ON' OPEN_SPIEL_BUILD_WITH_ROSHAMBO='ON'"
           CIBW_BUILD: cp38-manylinux_x86_64 cp39-manylinux_x86_64 cp310-manylinux_x86_64 cp311-manylinux_x86_64 cp312-manylinux_x86_64
         - os: macOS-12
           OS_TYPE: "Darwin"
           CI_PYBIN: python3.9
+          OS_PYTHON_VERSION: 3.9
           CIBW_ENVIRONMENT: "OPEN_SPIEL_BUILDING_WHEEL='ON' OPEN_SPIEL_BUILD_WITH_ACPC='ON' OPEN_SPIEL_BUILD_WITH_HANABI='ON' OPEN_SPIEL_BUILD_WITH_ROSHAMBO='ON'"
-          CIBW_BUILD: cp38-macosx_universal2 cp39-macosx_universal2 cp310-macosx_universal2 cp310-macosx_universal2 cp311-macosx_universal2 cp312-macosx_universal2
+          CIBW_BUILD: cp38-macosx_x86_64 cp39-macosx_x86_64 cp310-macosx_x86_64 cp311-macosx_x86_64 cp312-macosx_x86_64
+        # Setting to the new M1 runners to build the _arm64 wheels
+        # https://github.blog/2023-10-02-introducing-the-new-apple-silicon-powered-m1-macos-larger-runner-for-github-actions/
+        # TODO(author5): Set this to macos-13 once these runnings are no longer in beta        
+        - os: macos-13-xlarge
+          OS_TYPE: "Darwin"
+          CI_PYBIN: python3.11
+          OS_PYTHON_VERSION: 3.11
+          CIBW_ENVIRONMENT: "OPEN_SPIEL_BUILDING_WHEEL='ON' OPEN_SPIEL_BUILD_WITH_ACPC='ON' OPEN_SPIEL_BUILD_WITH_HANABI='ON' OPEN_SPIEL_BUILD_WITH_ROSHAMBO='ON'"
+          CIBW_BUILD: cp39-macosx_arm64 cp310-macosx_arm64 cp311-macosx_arm64 cp312-macosx_arm64
     env:
       OPEN_SPIEL_BUILDING_WHEEL: ON
       OPEN_SPIEL_BUILD_WITH_ACPC: ON
       OPEN_SPIEL_BUILD_WITH_HANABI: ON
       OPEN_SPIEL_BUILD_WITH_ROSHAMBO: ON
       OS_TYPE: ${{ matrix.OS_TYPE }}
-      OS_PYTHON_VERSION: "3.9"
+      OS_PYTHON_VERSION: ${{ matrix.OS_PYTHON_VERSION }}
       CI_PYBIN: ${{ matrix.CI_PYBIN }}
       CIBW_MANYLINUX_X86_64_IMAGE: manylinux2014
-      CIBW_ARCHS_MACOS: universal2
       CIBW_BUILD: ${{ matrix.CIBW_BUILD }}
       CIBW_SKIP: pp*
       CIBW_BEFORE_BUILD: python -m pip install --upgrade cmake
@@ -73,6 +83,7 @@ jobs:
           # These are necessary to install what is necessary for the build and for the full tests below.
           ${CI_PYBIN} -m pip install --upgrade pip
           ${CI_PYBIN} -m pip --version
+          [[ "${OS_TYPE}" = "Darwin" ]] && ${CI_PYBIN} -m pip install pipx
           ${CI_PYBIN} -m pip install --upgrade setuptools
           ${CI_PYBIN} -m pip install --upgrade -r requirements.txt -q
           source ./open_spiel/scripts/python_extra_deps.sh ${CI_PYBIN}
@@ -91,6 +102,7 @@ jobs:
       # Basic tests are run via the CIBW_TEST_COMMAND environment variable.
       - name: Build bdist_wheel and run tests
         run: |
+          [[ "${OS_TYPE}" = "Darwin" ]] && xcodebuild -version
           ${CI_PYBIN} -m cibuildwheel --output-dir wheelhouse
           ls -l wheelhouse
 
diff --git a/open_spiel/python/algorithms/cfr_br_test.py b/open_spiel/python/algorithms/cfr_br_test.py
index 34ca457271..ae15aa7772 100644
--- a/open_spiel/python/algorithms/cfr_br_test.py
+++ b/open_spiel/python/algorithms/cfr_br_test.py
@@ -94,7 +94,9 @@ def test_cpp_and_python_cfr_br(self, game, solver_cls,
       else:
         exploitability_ = exploitability.nash_conv(game, avg_policy)
 
-      self.assertEqual(expected_exploitability[step], exploitability_)
+      self.assertAlmostEqual(
+          expected_exploitability[step], exploitability_, places=10
+      )
 
 
 if __name__ == "__main__":
diff --git a/open_spiel/python/algorithms/cfr_test.py b/open_spiel/python/algorithms/cfr_test.py
index 3ae6ebfe5b..5d881f12dc 100644
--- a/open_spiel/python/algorithms/cfr_test.py
+++ b/open_spiel/python/algorithms/cfr_test.py
@@ -262,14 +262,14 @@ def test_cpp_algorithms_identical_to_python_algorithm(self, game, cpp_class,
       # convert one to the other, so we use the exploitability as a proxy.
       cpp_expl = pyspiel.nash_conv(game, cpp_avg_policy)
       python_expl = exploitability.nash_conv(game, python_avg_policy)
-      self.assertEqual(cpp_expl, python_expl)
+      self.assertAlmostEqual(cpp_expl, python_expl, places=10)
     # Then we also check the CurrentPolicy, just to check it is giving the same
     # results too
     cpp_current_policy = cpp_solver.current_policy()
     python_current_policy = python_solver.current_policy()
     cpp_expl = pyspiel.nash_conv(game, cpp_current_policy)
     python_expl = exploitability.nash_conv(game, python_current_policy)
-    self.assertEqual(cpp_expl, python_expl)
+    self.assertAlmostEqual(cpp_expl, python_expl, places=10)
 
 
 class CorrDistTest(absltest.TestCase):
diff --git a/open_spiel/python/pytorch/dqn.py b/open_spiel/python/pytorch/dqn.py
index 487f3ffcbf..f229fc8d9a 100644
--- a/open_spiel/python/pytorch/dqn.py
+++ b/open_spiel/python/pytorch/dqn.py
@@ -326,7 +326,8 @@ def learn(self):
 
     illegal_actions_mask = 1 - legal_actions_mask
     legal_target_q_values = self._target_q_values.masked_fill(
-        illegal_actions_mask, ILLEGAL_ACTION_LOGITS_PENALTY)
+        illegal_actions_mask.bool(), ILLEGAL_ACTION_LOGITS_PENALTY
+    )
     max_next_q = torch.max(legal_target_q_values, dim=1)[0]
 
     target = (
diff --git a/open_spiel/scripts/python_extra_deps.sh b/open_spiel/scripts/python_extra_deps.sh
index 744922b736..d0448669cd 100644
--- a/open_spiel/scripts/python_extra_deps.sh
+++ b/open_spiel/scripts/python_extra_deps.sh
@@ -45,12 +45,6 @@ verlt() {
   [ "$1" = "$2" ] && return 1 || verlte $1 $2
 }
 
-#
-# Python extra deps that work across all supported versions
-#
-export OPEN_SPIEL_PYTHON_PYTORCH_DEPS="torch==1.13.1"
-
-
 #
 # Python-version dependent versions
 #
@@ -58,11 +52,13 @@ export OPEN_SPIEL_PYTHON_PYTORCH_DEPS="torch==1.13.1"
 echo "Set Python version: $PY_VER"
 if verlt $PY_VER 3.10; then
   echo "Python < 3.10 detected"
+  export OPEN_SPIEL_PYTHON_PYTORCH_DEPS="torch==1.13.1"
   export OPEN_SPIEL_PYTHON_JAX_DEPS="jax==0.4.6 jaxlib==0.4.6 dm-haiku==0.0.10 optax==0.1.7 chex==0.1.7 rlax==0.1.5 distrax==0.1.3"
   export OPEN_SPIEL_PYTHON_TENSORFLOW_DEPS="numpy==1.23.5 tensorflow==2.13.1 tensorflow-probability==0.19.0 tensorflow_datasets==4.9.2 keras==2.13.1"
   export OPEN_SPIEL_PYTHON_MISC_DEPS="IPython==5.8.0 networkx==2.4 matplotlib==3.5.2 mock==4.0.2 nashpy==0.0.19 scipy==1.10.1 testresources==2.0.1 cvxopt==1.3.1 cvxpy==1.2.0 ecos==2.0.10 osqp==0.6.2.post5 clu==0.0.6 flax==0.5.3"
 else
   echo "Python >= 3.10 detected"
+  export OPEN_SPIEL_PYTHON_PYTORCH_DEPS="torch==2.1.0"
   export OPEN_SPIEL_PYTHON_JAX_DEPS="jax==0.4.20 jaxlib==0.4.20 dm-haiku==0.0.10 optax==0.1.7 chex==0.1.84 rlax==0.1.6 distrax==0.1.4"
   export OPEN_SPIEL_PYTHON_TENSORFLOW_DEPS="numpy==1.26.1 tensorflow==2.14.0 tensorflow-probability==0.22.1 tensorflow_datasets==4.9.2 keras==2.14.0"
   export OPEN_SPIEL_PYTHON_MISC_DEPS="IPython==5.8.0 networkx==3.2 matplotlib==3.5.2 mock==4.0.2 nashpy==0.0.19 scipy==1.11.3 testresources==2.0.1 cvxopt==1.3.1 cvxpy==1.4.1 ecos==2.0.10 osqp==0.6.2.post5 clu==0.0.6 flax==0.5.3"
diff --git a/open_spiel/scripts/test_wheel.sh b/open_spiel/scripts/test_wheel.sh
index 28360706d7..53a5f6492e 100755
--- a/open_spiel/scripts/test_wheel.sh
+++ b/open_spiel/scripts/test_wheel.sh
@@ -63,9 +63,11 @@ fi
 
 if [[ "$MODE" = "full" ]]; then
   if [[ "$OS" = "Linux" ]]; then
-    ${PYBIN} -m pip install wheelhouse/open_spiel-*-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+    ${PYBIN} -m pip install wheelhouse/open_spiel-*-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  elif [[ "$OS" = "Darwin" && "$OS_PYTHON_VERSION" = "3.9" ]]; then
+    ${PYBIN} -m pip install wheelhouse/open_spiel-*-cp39-cp39-macosx_10_9_x86_64.whl
   else
-    ${PYBIN} -m pip install wheelhouse/open_spiel-*-cp39-cp39-macosx_10_9_universal2.whl
+    ${PYBIN} -m pip install wheelhouse/open_spiel-*-cp311-cp311-macosx_11_0_arm64.whl
   fi
 fi
 
@@ -77,7 +79,7 @@ rm -rf build && mkdir build && cd build
 cmake -DPython3_EXECUTABLE=${PYBIN} $PROJDIR/open_spiel
 
 NPROC="nproc"
-if [[ "$OS" == "darwin"* ]]; then
+if [[ "$OS" == "darwin"* || "$OS" == "Darwin"* ]]; then
   NPROC="sysctl -n hw.physicalcpu"
 fi