Create financial_planning_ai.py

features/autonomous_financial_planning/financial_planning_ai.py

@@ -0,0 +1,21 @@
+# File name: financial_planning_ai.py
+import gym
+import numpy as np
+from stable_baselines3 import PPO
+
+class FinancialPlanningAI:
+    def __init__(self, env):
+        self.env = env
+        self.model = PPO('MlpPolicy', env, verbose=1)
+
+    def train(self):
+        self.model.learn(total_timesteps=10000)
+        self.model.save("financial_planning_ai")
+
+    def plan(self, state):
+        action, _ = self.model.predict(state)
+        return action
+
+env = gym.make('FinancialPlanningEnv-v0')
+financial_planning_ai = FinancialPlanningAI(env)
+financial_planning_ai.train()