diff --git a/.github/workflows/buildtest.yml b/.github/workflows/buildtest.yml
index 4aaf1ae27..a7d9bcc24 100644
--- a/.github/workflows/buildtest.yml
+++ b/.github/workflows/buildtest.yml
@@ -5,6 +5,7 @@ on:
   push:
     branches:
       - master
+      - mdp
   schedule:
     # run weekly
     - cron: '0 10 * * 3'
@@ -28,6 +29,7 @@ jobs:
         buildType:
           - {name: "Release", imageName : "randriu/paynt", dockerTag: "latest", setupArgs: ""}
       fail-fast: false
+    if: github.ref == 'refs/heads/master'
     steps:
       - name: Git clone
         uses: actions/checkout@v4
@@ -35,33 +37,32 @@ jobs:
         run: docker build -t ${{ matrix.buildType.imageName }}:${{ matrix.buildType.dockerTag }} . --build-arg setup_args=${{ matrix.buildType.setupArgs }} --build-arg setup_args_pycarl=${{ matrix.buildType.setupArgs }} --build-arg no_threads=${NR_JOBS}
       - name: Login into docker
         # Only login if using master on original repo (and not for pull requests or forks)
-        if: github.repository_owner == 'randriu' && github.ref == 'refs/heads/master'
+        if: github.repository_owner == 'randriu'
         run: echo '${{ secrets.STORMPY_CI_DOCKER_PASSWORD }}' | docker login -u randriu --password-stdin
       - name: Deploy paynt image
         # Only deploy if using master on original repo (and not for pull requests or forks)
-        if: github.repository_owner == 'randriu' && github.ref == 'refs/heads/master'
+        if: github.repository_owner == 'randriu'
         run: docker push ${{ matrix.buildType.imageName }}:${{ matrix.buildType.dockerTag }}
 
-  # deploy-learning:
-  #   name: Deploy on latest with learning dependencies (${{ matrix.buildType.name }})
-  #   runs-on: ubuntu-latestx
-  #   strategy:
-  #     matrix:
-  #       buildType:
-  #         - {name: "Release", imageName : "randriu/paynt", dockerTag: "latest", setupArgs: ""}
-  #     fail-fast: false
-  #   steps:
-  #     - name: Git clone
-  #       uses: actions/checkout@v4
-  #     - name: Build paynt image from Dockerfile
-  #       run: docker build -t ${{ matrix.buildType.imageName }}:${{ matrix.buildType.dockerTag }} . --build-arg setup_args=${{ matrix.buildType.setupArgs }} --build-arg setup_args_pycarl=${{ matrix.buildType.setupArgs }} --build-arg no_threads=${NR_JOBS}
-  #     - name: Build paynt image with learner dependencies
-  #       run: docker build -t ${{ matrix.buildType.imageName }}-learner:${{ matrix.buildType.dockerTag }} . -f paynt-learner.dockerfile --build-arg paynt_base=${{ matrix.buildType.imageName }}:${{ matrix.buildType.dockerTag }}
-  #     - name: Login into docker
-  #       # Only login if using master on original repo (and not for pull requests or forks)
-  #       if: github.repository_owner == 'randriu' && github.ref == 'refs/heads/master'
-  #       run: echo '${{ secrets.STORMPY_CI_DOCKER_PASSWORD }}' | docker login -u randriu --password-stdin
-  #     - name: Deploy paynt image with learner dependencies
-  #       # Only deploy if using master on original repo (and not for pull requests or forks)
-  #       if: github.repository_owner == 'randriu' && github.ref == 'refs/heads/master'
-  #       run: docker push ${{ matrix.buildType.imageName }}-learner:${{ matrix.buildType.dockerTag }}
+  deploy-mdp:
+    name: Deploy on latest (mdp) (${{ matrix.buildType.name }})
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        buildType:
+          - {name: "Release", imageName : "randriu/paynt", dockerTag: "mdp", setupArgs: ""}
+      fail-fast: false
+    if: github.ref == 'refs/heads/mdp'
+    steps:
+      - name: Git clone
+        uses: actions/checkout@v4
+      - name: Build paynt image from Dockerfile
+        run: docker build -t ${{ matrix.buildType.imageName }}:${{ matrix.buildType.dockerTag }} . --build-arg setup_args=${{ matrix.buildType.setupArgs }} --build-arg setup_args_pycarl=${{ matrix.buildType.setupArgs }} --build-arg no_threads=${NR_JOBS}
+      - name: Login into docker
+        # Only login if using mdp on original repo (and not for pull requests or forks)
+        if: github.repository_owner == 'randriu'
+        run: echo '${{ secrets.STORMPY_CI_DOCKER_PASSWORD }}' | docker login -u randriu --password-stdin
+      - name: Deploy paynt image
+        # Only deploy if using mdp on original repo (and not for pull requests or forks)
+        if: github.repository_owner == 'randriu'
+        run: docker push ${{ matrix.buildType.imageName }}:${{ matrix.buildType.dockerTag }}