Intelligent Systems
Note: This research group has relocated.
Leveraging Artificial Intelligence to Improve People's Planning Strategies
Intelligent Cognitive Tutors for Teaching Cognitive Strategies

Leveraging Artificial Intelligence to Improve People's Planning Strategies

Our article on improving human decision-making with intelligent cognitive tutors has been accepted for publication in PNAS.

Many bad decisions and their devastating consequences could be avoided if people used optimal decision strategies. Here, we introduce a new approach to improving human decision-making. The basic idea is to give people feedback on \textit{how} they reach their decisions. We develop a method that leverages artificial intelligence to generate this feedback in such a way that people quickly discover the best possible decision strategies. Our empirical findings suggest that this new approach leads to improvements in decision-making competence that transfer to more difficult decisions in more complex environments. In the long run, this line of work might lead to apps that teach people clever strategies for decision making, reasoning, goal-setting, planning, and goal achievement.


improving human decision-making; educational technology; artificial intelligence

People

re Falk Lieder
Falk Lieder
Alumni
re Yash Raj Jain
Yash Raj Jain
Alumni
re Gabriela Iwama
re Frederic Becker