The project involved using reinforcement learning to create a stock trading algorithm that aimed to maximize the profit of a portfolio. The algorithm mostly received positive rewards due to successful trades, but the learning process was a little bit noisy. Despite this, the algorithm was able to improve the portfolio’s profit over time and gain money.