Welcome to the Wild West of algorithmic trading, where the cowboys ride into town with their trusty reinforcement learning models, guns blazing.
Here's the lowdown on the top three finance theories that'll make you the king of the algorithmic trading rodeo:
Also known as Q-value, this theory is like tryin' to find the hidden treasure in the desert of financial data. You're tryin' to learn the value of each asset, but it's like findin' a needle in a haystack, partner.
Learn more about Value-Based LearningThis is like trainin' a wild mustang to follow your every command. Policy Gradient is all about findin' the best policy for your AI to follow, but watch out for them sharp cacti, pardner.
Learn more about Policy GradientThis is like bein' the sheriff in town, makin' all the decisions and keepin' the peace. Actor-Critic is like trainin' two separate AIs to work together in harmony, like two old friends ridin' into town.
Learn more about Actor-Critic