Select and Trade: Towards Unified Pair Trading with Hierarchical Reinforcement Learning

Weiguang Han, Boyi Zhang, Qianqian Xie +3

Pair trading is one of the most effective statistical arbitrage strategies which seeks a neutral profit by hedging a pair of selected assets. Existing methods generally decompose t…