 To cater to this rather major shortcoming, this paper investigates  an alternate data-driven approach to solve the multi-agent decision-making problem .
<meaning-changed>  To cater to this rather major shortcoming, this paper investigates  an alternate data-driven approach to solve the multi-agent decision-making problem .
 To cater to this rather major shortcoming, this paper investigates a non-parametric behavior learning method for multi-agent decision making, which underpins an alternate data-driven approach to solve the multi-agent decision-making problem .