Trading with the STARS: Algorithm Design & Spectrum of Fundamental Limits for Trading with Storage

Jerry Anunrojwong, Akshit Kumar, Rachitesh Kumar

We study an online trading problem where a trader, given a sequence of i.i.d. prices drawn from a known distribution $F$ on $[0,1]$, must make irrevocable buy, sell, or hold decisi…