A study of forecasting stocks price by using deep Reinforcement Learning

Financial investors are so concerned now about the future of the stock market and how the market will behave next decade because the world economy is now in an alarming condition which leads to losses in the stock market. That is why traders want to know a little bit about the future forecast of the stock market. So, in this paper, we approach a bit to predict the stock market using the deep reinforcement learning method. Traditional methods for stock price prediction often rely on statistical models or technical indicators, which may struggle to capture the non-linear patterns and sudden shifts in stock prices. In recent years, deep reinforcement learning (DRL) has emerged as a promising approach for predicting stock…