STOPS: Short-Term-based Volatility-controlled Policy Search and its Global Convergence

Liangliang Xu, Daoming Lyu, Yangchen Pan +2

It remains challenging to deploy existing risk-averse approaches to real-world applications. The reasons are multi-fold, including the lack of global optimality guarantee and the n…