diff --git a/mkdocs.yml b/mkdocs.yml
index 6c6b316b2..123308df0 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -93,6 +93,9 @@ plugins:
       - name: prediction-filter
         import_url: "https://github.com/AutoResearch/autora-experimentalist-prediction-filter/?branch=main"
         imports: ["src/"]
+      - name: bandit-random
+        import_url: "https://github.com/AutoResearch/autora-experimentalist-bandit-random/?branch=main"
+        imports: [ "src/" ]
 
   gen-files:
     scripts: [ "mkdocs/generate_code_reference.py" ]
@@ -117,6 +120,7 @@ plugins:
           "./temp_dir/synthetic/src/",
           "./temp_dir/abstract-equation/src/",
           "./temp_dir/prediction-filter/src/",
+          "./temp_dir/bandit-random/src/",
         ]
         import:
           - https://scikit-learn.org/stable/objects.inv
@@ -210,6 +214,7 @@ nav:
     - Falsification: '!import https://github.com/autoresearch/autora-experimentalist-falsification/?branch=main&extra_imports=["mkdocs/base.yml"]'
     - Mixture: '!import https://github.com/blinodelka/mixture_experimental_strategies/?branch=main&extra_imports=["mkdocs/base.yml"]'
     - Prediction Filter: '!import https://github.com/AutoResearch/autora-experimentalist-prediction-filter/?branch=main&extra_imports=["mkdocs/base.yml"]'
+    - Bandit Random: '!import https://github.com/AutoResearch/autora-experimentalist-bandit-random/?branch=main&extra_imports=["mkdocs/base.yml"]'
   - Experiment Runners:
     - Home: 'experiment-runner/index.md'
     - Synthetic:
diff --git a/pyproject.toml b/pyproject.toml
index 58655014e..28f1fc907 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,35 +54,40 @@ all-experimentalists = [
   "autora[experimentalist-leverage]",
   "autora[experimentalist-falsification]",
   "autora[experimentalist-mixture]",
-  "autora[experimentalist-prediction-filter]"
+  "autora[experimentalist-prediction-filter]",
+  "autora[experimentalist-bandit-random]"
 ]
-experimentalist-inequality =[
+experimentalist-inequality = [
   "autora-experimentalist-inequality"
 ]
-experimentalist-novelty =[
+experimentalist-novelty = [
   "autora-experimentalist-novelty"
 ]
-experimentalist-nearest-value =[
+experimentalist-nearest-value = [
   "autora-experimentalist-nearest-value"
 ]
-experimentalist-model-disagreement =[
+experimentalist-model-disagreement = [
   "autora-experimentalist-model-disagreement"
 ]
-experimentalist-uncertainty =[
+experimentalist-uncertainty = [
   "autora-experimentalist-uncertainty"
 ]
-experimentalist-leverage =[
+experimentalist-leverage = [
   "autora-experimentalist-leverage"
 ]
-experimentalist-falsification =[
+experimentalist-falsification = [
   "autora-experimentalist-falsification"
 ]
-experimentalist-mixture =[
+experimentalist-mixture = [
   "mixture-experimentalist==1.0.0a7"
 ]
-experimentalist-prediction-filter =[
+experimentalist-prediction-filter = [
   "autora-experimentalist-prediction-filter"
 ]
+experimentalist-bandit-random = [
+  "autora-experimentalist-bandit-random"
+]
+
 
 
 
@@ -107,7 +112,7 @@ all-experiment-runner-experimentation-managers = [
 experiment-runner-experimentation-manager-firebase = [
   "autora-experiment-runner-experimentation-manager-firebase"
 ]
-all-experiment-runner-recruitment-managers=[
+all-experiment-runner-recruitment-managers = [
   "autora[experiment-runner-recruitment-manager-prolific]"
 ]
 experiment-runner-recruitment-manager-prolific = [