Artificial Intelligence, Finance, Reinforcement Learning, Data Science, Innovation.
pd.read_csv("data/ohlc_data.csv", index_col=0) env = TradingEnv(df) state_dim = 3 # Three states (Hold, Buy, Sell) n_actions = env.action_space.n agent = QLearningAgent(n_actions, state_dim) n_episodes = 100 # Run for a finite number of episodes max_steps_per_episode = len(df) # Limit the number of