Zobrazeno 1 - 10
of 222
pro vyhledávání: '"Lieder, Falk"'
Autor:
Heindrich, Lovis, Lieder, Falk
The decisions of individuals and organizations are often suboptimal because normative decision strategies are too demanding in the real world. Recent work suggests that some errors can be prevented by leveraging artificial intelligence to discover an
Externí odkaz:
http://arxiv.org/abs/2406.04082
Autor:
He, Ruiqi, Lieder, Falk
How is it that humans can solve complex planning tasks so efficiently despite limited cognitive resources? One reason is its ability to know how to use its limited computational resources to make clever choices. We postulate that people learn this ab
Externí odkaz:
http://arxiv.org/abs/2302.04840
AI can not only outperform people in many planning tasks, but it can also teach them how to plan better. A recent and promising approach to improving human decision-making is to create intelligent tutors that utilize AI to discover and teach optimal
Externí odkaz:
http://arxiv.org/abs/2302.02785
People are often confronted with problems whose complexity exceeds their cognitive capacities. To deal with this complexity, individuals and managers can break complex problems down into a series of subgoals. Which subgoals are most effective depends
Externí odkaz:
http://arxiv.org/abs/2302.02633
Human decision-making is plagued by many systematic errors. Many of these errors can be avoided by providing decision aids that guide decision-makers to attend to the important information and integrate it according to a rational decision strategy. D
Externí odkaz:
http://arxiv.org/abs/2203.02776
People's decisions about how to allocate their limited computational resources are essential to human intelligence. An important component of this metacognitive ability is deciding whether to continue thinking about what to do and move on to the next
Externí odkaz:
http://arxiv.org/abs/2201.00764
Scientific discovery concerns finding patterns in data and creating insightful hypotheses that explain these patterns. Traditionally, this process required human ingenuity, but with the galloping advances in artificial intelligence (AI) it becomes fe
Externí odkaz:
http://arxiv.org/abs/2109.14493
Most people struggle with prioritizing work. While inexact heuristics have been developed over time, there is still no tractable principled algorithm for deciding which of the many possible tasks one should tackle in any given day, month, week, or ye
Externí odkaz:
http://arxiv.org/abs/2109.06505
To make good decisions in the real world people need efficient planning strategies because their computational resources are limited. Knowing which planning strategies would work best for people in different situations would be very useful for unders
Externí odkaz:
http://arxiv.org/abs/2102.00521
What should I work on first? What can wait until later? Which projects should I prioritize and which tasks are not worth my time? These are challenging questions that many people face every day. People's intuitive strategy is to prioritize their imme
Externí odkaz:
http://arxiv.org/abs/2008.05228