algorithmic trading
Online problem. Given the current price, the agent needs to perform trades to maximize the returns.
Competitive algorithms for unbounded one-way trading, Chin2015 Optimal online two-way trading with bounded number of transactions, Fung2019 Online two-way trading: Randomization and advice, Fung2021