diff --git a/tests/fixtures/qlearning/a/build.yaml b/tests/fixtures/qlearning/a/build.yaml
new file mode 100644
index 00000000..1d2106ca
--- /dev/null
+++ b/tests/fixtures/qlearning/a/build.yaml
@@ -0,0 +1,8 @@
+prelude:
+  - echo a > /aprelude
+steps:
+  - echo a > /a
+requires:
+- category: "test"
+  name: "b"
+  version: "1.0"
diff --git a/tests/fixtures/qlearning/a/definition.yaml b/tests/fixtures/qlearning/a/definition.yaml
new file mode 100644
index 00000000..d237a187
--- /dev/null
+++ b/tests/fixtures/qlearning/a/definition.yaml
@@ -0,0 +1,8 @@
+category: "test"
+name: "a"
+version: "1.0"
+requires:
+- category: "test"
+  name: "b"
+  version: "1.0"
+
diff --git a/tests/fixtures/qlearning/b/build.yaml b/tests/fixtures/qlearning/b/build.yaml
new file mode 100644
index 00000000..90d59320
--- /dev/null
+++ b/tests/fixtures/qlearning/b/build.yaml
@@ -0,0 +1,5 @@
+image: "alpine"
+prelude:
+  - echo b > /bprelude
+steps:
+  - echo b > /b
\ No newline at end of file
diff --git a/tests/fixtures/qlearning/b/definition.yaml b/tests/fixtures/qlearning/b/definition.yaml
new file mode 100644
index 00000000..f3c125d9
--- /dev/null
+++ b/tests/fixtures/qlearning/b/definition.yaml
@@ -0,0 +1,7 @@
+category: "test"
+name: "b"
+version: "1.0"
+conflicts:
+ - category: "test"
+   name: "c"
+   version: "1.0"
\ No newline at end of file
diff --git a/tests/fixtures/qlearning/c/build.yaml b/tests/fixtures/qlearning/c/build.yaml
new file mode 100644
index 00000000..4ab80d6f
--- /dev/null
+++ b/tests/fixtures/qlearning/c/build.yaml
@@ -0,0 +1,5 @@
+image: "alpine"
+prelude:
+  - echo c > /cprelude
+steps:
+  - echo c > /c
\ No newline at end of file
diff --git a/tests/fixtures/qlearning/c/definition.yaml b/tests/fixtures/qlearning/c/definition.yaml
new file mode 100644
index 00000000..2b2a635f
--- /dev/null
+++ b/tests/fixtures/qlearning/c/definition.yaml
@@ -0,0 +1,3 @@
+category: "test"
+name: "c"
+version: "1.0"
\ No newline at end of file
diff --git a/tests/fixtures/qlearning/d/build.yaml b/tests/fixtures/qlearning/d/build.yaml
new file mode 100644
index 00000000..bf3ca25e
--- /dev/null
+++ b/tests/fixtures/qlearning/d/build.yaml
@@ -0,0 +1,5 @@
+image: "alpine"
+prelude:
+  - echo d > /dprelude
+steps:
+  - echo d > /d
\ No newline at end of file
diff --git a/tests/fixtures/qlearning/d/definition.yaml b/tests/fixtures/qlearning/d/definition.yaml
new file mode 100644
index 00000000..4e89ccb6
--- /dev/null
+++ b/tests/fixtures/qlearning/d/definition.yaml
@@ -0,0 +1,3 @@
+category: "test"
+name: "d"
+version: "1.0"
\ No newline at end of file
diff --git a/tests/fixtures/qlearning/e/build.yaml b/tests/fixtures/qlearning/e/build.yaml
new file mode 100644
index 00000000..797980c0
--- /dev/null
+++ b/tests/fixtures/qlearning/e/build.yaml
@@ -0,0 +1,9 @@
+prelude:
+  - echo e > /eprelude
+steps:
+  - echo e > /e
+requires:
+- category: "test"
+  name: "b"
+  version: "1.0"
+
diff --git a/tests/fixtures/qlearning/e/definition.yaml b/tests/fixtures/qlearning/e/definition.yaml
new file mode 100644
index 00000000..31e58090
--- /dev/null
+++ b/tests/fixtures/qlearning/e/definition.yaml
@@ -0,0 +1,8 @@
+category: "test"
+name: "e"
+version: "1.0"
+requires:
+- category: "test"
+  name: "b"
+  version: "1.0"
+
diff --git a/tests/fixtures/qlearning/f/build.yaml b/tests/fixtures/qlearning/f/build.yaml
new file mode 100644
index 00000000..e2f6d4a2
--- /dev/null
+++ b/tests/fixtures/qlearning/f/build.yaml
@@ -0,0 +1,5 @@
+prelude:
+  - echo f > /eprelude
+steps:
+  - echo f > /f
+image: "alpine"
diff --git a/tests/fixtures/qlearning/f/definition.yaml b/tests/fixtures/qlearning/f/definition.yaml
new file mode 100644
index 00000000..6a150c71
--- /dev/null
+++ b/tests/fixtures/qlearning/f/definition.yaml
@@ -0,0 +1,3 @@
+category: "test"
+name: "f"
+version: "1.0"
\ No newline at end of file
diff --git a/tests/integration/03_qlearning.sh b/tests/integration/03_qlearning.sh
new file mode 100755
index 00000000..0cad6b73
--- /dev/null
+++ b/tests/integration/03_qlearning.sh
@@ -0,0 +1,94 @@
+#!/bin/bash
+
+export LUET_NOLOCK=true
+
+oneTimeSetUp() {
+export tmpdir="$(mktemp -d)"
+}
+
+oneTimeTearDown() {
+    rm -rf "$tmpdir"
+}
+
+testBuild() {
+    mkdir $tmpdir/testbuild
+    luet build --all --tree "$ROOT_DIR/tests/fixtures/qlearning" --destination $tmpdir/testbuild --compression gzip
+    buildst=$?
+    assertEquals 'builds successfully' "$buildst" "0"
+    assertTrue 'create package dep B' "[ -e '$tmpdir/testbuild/b-test-1.0.package.tar.gz' ]"
+    assertTrue 'create package' "[ -e '$tmpdir/testbuild/c-test-1.0.package.tar.gz' ]"
+}
+
+testRepo() {
+    assertTrue 'no repository' "[ ! -e '$tmpdir/testbuild/repository.yaml' ]"
+    luet create-repo --tree "$ROOT_DIR/tests/fixtures/qlearning" \
+    --output $tmpdir/testbuild \
+    --packages $tmpdir/testbuild \
+    --name "test" \
+    --descr "Test Repo" \
+    --urls $tmpdir/testrootfs \
+    --type disk > /dev/null
+
+    createst=$?
+    assertEquals 'create repo successfully' "$createst" "0"
+    assertTrue 'create repository' "[ -e '$tmpdir/testbuild/repository.yaml' ]"
+}
+
+testConfig() {
+    mkdir $tmpdir/testrootfs
+    cat <<EOF > $tmpdir/luet.yaml
+general:
+  debug: true
+system:
+  rootfs: $tmpdir/testrootfs
+  database_path: "/"
+  database_engine: "boltdb"
+repositories:
+   - name: "main"
+     type: "disk"
+     enable: true
+     urls:
+       - "$tmpdir/testbuild"
+EOF
+    luet config --config $tmpdir/luet.yaml
+    res=$?
+    assertEquals 'config test successfully' "$res" "0"
+}
+
+testInstall() {
+    luet install --config $tmpdir/luet.yaml test/c
+    #luet install --config $tmpdir/luet.yaml test/c-1.0 > /dev/null
+    installst=$?
+    assertEquals 'install test successfully' "$installst" "0"
+    assertTrue 'package C installed' "[ -e '$tmpdir/testrootfs/c' ]"
+}
+
+testFullInstall() {
+    output=$(luet install --config $tmpdir/luet.yaml test/d test/f test/e test/a)
+    installst=$?
+    assertEquals 'cannot install' "$installst" "1"
+    assertTrue 'package D installed' "[ ! -e '$tmpdir/testrootfs/d' ]"
+    assertTrue 'package F installed' "[ ! -e '$tmpdir/testrootfs/f' ]"
+}
+
+testInstallAgain() {
+    output=$(luet install --solver-type qlearning --config $tmpdir/luet.yaml test/d test/f test/e test/a)
+    installst=$?
+    assertEquals 'install test successfully' "$installst" "0"
+    assertNotContains 'contains warning' "$output" 'Filtering out'
+    assertTrue 'package D installed' "[ -e '$tmpdir/testrootfs/d' ]"
+    assertTrue 'package F installed' "[ -e '$tmpdir/testrootfs/f' ]"
+    assertTrue 'package E not installed' "[ ! -e '$tmpdir/testrootfs/e' ]"
+    assertTrue 'package A not installed' "[ ! -e '$tmpdir/testrootfs/a' ]"
+}
+
+testCleanup() {
+    luet cleanup --config $tmpdir/luet.yaml
+    installst=$?
+    assertEquals 'install test successfully' "$installst" "0"
+    assertTrue 'package installed' "[ ! -e '$tmpdir/testrootfs/packages/c-test-1.0.package.tar.gz' ]"
+}
+
+# Load shUnit2.
+. "$ROOT_DIR/tests/integration/shunit2"/shunit2
+
diff --git a/tests/integration/run.sh b/tests/integration/run.sh
index 83aa532f..3b1c9060 100755
--- a/tests/integration/run.sh
+++ b/tests/integration/run.sh
@@ -11,7 +11,7 @@ popd
 
 export PATH=$ROOT_DIR/tests/integration/bin/:$PATH
 
-"$ROOT_DIR/tests/integration/01_simple.sh"
-"$ROOT_DIR/tests/integration/01_simple_gzip.sh"
-"$ROOT_DIR/tests/integration/02_create_repo_from_config.sh"
-
+for script in $(ls "$ROOT_DIR/tests/integration/" | grep '^[0-9]*_.*.sh'); do
+  echo "Executing script '$script'."
+  $ROOT_DIR/tests/integration/$script
+done
\ No newline at end of file