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Trading Bot implementation

Our goal for this project is to implement a stock trading bot which is capable of making intelligent decisions that increases the overall profit at a given time. We plan to implement and compare the results of three different techniques namely, Deep Q-Learning, Double Deep Q-Learning, and Actor -Critic method.

DQN

DDQN

Actor-Critic