/biz/ - Business & Finance

>>54846393
I don't come here that frequently, but crypto and AI don't have to be mutually exclusive. Maybe Artificial Intelligence and Machine Learning will improve crypto? Have you niggers ever thought about that?

> Traditional trading bots used in the stock market today come with embedded machine learning-powered algorithms. Therefore, it’s no surprise that ML techniques also lend a hand in building systems that trade the cryptocurrency markets...
> Reinforcement Learning(RL) is a subdomain of Machine Learning that’s common within the game and simulation programs. RL operates by training programs (agents) on developing an optimised strategy (policy) towards gaining rewards within an interactive environment.

> The approach presented in this particular research leverages Direct Reinforcement Learning (DRL). There is no immediate feedback on performance to the agent in traditional RL, but within DRL, the performance from previous windows is used as feedback to the agent. Using DRL, the researchers were able to do away with creating a price forecasting model and created a system that adapts based on a specified time interval (daily)...

> Reinforcement Learning is a viable approach to develop cryptocurrency trading strategies that are profitable and adaptive....

> Researchers have created reinforcement learning systems that provide optimisation on cryptocurrency mining strategies...

> Researchers have devised a unique and efficient method of detecting malicious code using deep learning techniques to characterise and compare code. The system is named SiCaGCN and provides promising results when tested on its ability to detect foreign bitcoin mining code. The system prevents the abusive and unauthorised usage of computing resources by foreign programs....

> Machine Learning has a place in the world of blockchains and cryptocurrencies...

https://link.medium.com/gf1LrZzjxzb