This research investigates dynamic decision-making in multi-agent continuous games by incorporating nontraditional behavioral models such as cognitive reasoning and prospect theory. Two key phenomena are modeled within a pseudo-gradient dynamical framework: 

1. Proactive decision based on cognitive reasoning and predictions (IEEE TAC 2024)

2. Switching decision speed triggered by loss aversion (IEEE TAC 2022)