diff --git a/.github/workflows/run_algs.yaml b/.github/workflows/run_algs.yaml
new file mode 100644
index 00000000..72ab5364
--- /dev/null
+++ b/.github/workflows/run_algs.yaml
@@ -0,0 +1,36 @@
+name: Check Algorithms 🧪
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+  workflow_dispatch:
+
+jobs:
+  test-algorithms:
+    name: "Python ${{ matrix.python-version }} on ${{ matrix.os }}"
+    runs-on: "${{ matrix.os }}"
+    timeout-minutes: 10
+
+    strategy:
+      matrix:
+        python-version: ["3.10"]
+        os: [ubuntu-latest]
+
+    steps:
+      - name: Checkout stoix
+        uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+            python-version: "${{ matrix.python-version }}"
+      - name: Install python dependencies 🔧
+        run: pip install .
+
+      - name: Make Bash Script Executable
+        run: chmod +x bash_scripts/run-algorithms.sh
+
+      - name: Run Bash Script
+        run: ./bash_scripts/run-algorithms.sh
diff --git a/bash_scripts/run-algorithms.sh b/bash_scripts/run-algorithms.sh
new file mode 100644
index 00000000..c4cee0a7
--- /dev/null
+++ b/bash_scripts/run-algorithms.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+
+echo "Running All Algorithms..."
+
+python stoix/systems/ppo/anakin/ff_ppo.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/ppo/anakin/ff_ppo_continuous.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/q_learning/ff_dqn.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/q_learning/ff_ddqn.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/q_learning/ff_mdqn.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/q_learning/ff_c51.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/q_learning/ff_qr_dqn.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/sac/ff_sac.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/ddpg/ff_ddpg.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/ddpg/ff_td3.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/vpg/ff_reinforce.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/awr/ff_awr.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8
+python stoix/systems/mpo/ff_mpo.py arch.total_timesteps=300 arch.total_num_envs=8 arch.num_evaluation=1 system.rollout_length=8