Author

Daisy Xinlei Lin

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Open access Sep 2026

A Computational Model of Backward Reasoning in Human Problem Solving

When solving a problem with a clear goal, people often break down the problem into subgoals, a form of reasoning known as backward reasoning. The cognitive mechanisms of backward reasoning are poorly understood. Inspired by classic ideas from Newell and Simon, we conceptualize backward reasoning as search through a s...

Jeroen Olieslagers, Zahy Bnaya, Daisy Xinlei Lin et al. · Computational Brain & Be... · 0 citations

#artificial intelligence Preprint Sep 2026

Constructing Challenging Browser-Use Tasks by Controlled Environment Interventions

As browser-use agents improve, benchmarks keep pace by collecting new tasks, websites, and applications, often making tasks longer or more novel. This makes difficulty expensive to refresh and difficult to control: when many aspects change at once, it is unclear what actually makes a task challenging. We instead constr...

Xun-Jian Yin, Tian-Chen Guan, Jin-Ao Wang et al. · 0 citations