End-to-End Solutions for Cryptocurrency Trading

Web3 Tech Brief By HackerNoon

This story was originally published on HackerNoon at: https://hackernoon.com/end-to-end-solutions-for-cryptocurrency-trading.
Discover FinRL's use cases for portfolio allocation and cryptocurrency trading
Check more stories related to web3 at: https://hackernoon.com/c/web3. You can also check exclusive content about #crypto-api, #deep-reinforcement-learning, #cryptocurrency-trading, #quantitative-finance, #sharpe-ratio, #ai-in-finance, #drl-algorithms, #financial-market-simulation, and more.
This story was written by: @reinforcement. Learn more about this writer by checking @reinforcement's about page, and for more stories, please visit hackernoon.com.
FinRL's Use Case II demonstrates its prowess in optimizing portfolio allocation with DRL agents, achieving superior performance metrics like a Sharpe ratio of 2.36 and an annual return of 42.57%. Use Case III highlights FinRL's end-to-end solution for cryptocurrency trading, with the PPO algorithm showing a cumulative return of 103%.