Online Learning in Budget-Constrained Dynamic Colonel Blotto Games. (arXiv:2103.12833v3 [cs.LG] UPDATED)

In this paper, we study the strategic allocation of limited resources using a
Colonel Blotto game (CBG) under a dynamic setting and analyze the problem using
an online learning approach. In this model, one of the players is the learner
who has limited troops to allocate over a finite time horizon, and the other
player is an adversary. At each stage, the learner plays a Colonel Blotto game
with the adversary and strategically determines the distribution of troops
among battlefields …

arxiv budget games learning lg online learning