Výsledky vyhledávání - "Task Complexity"

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Does Task Complexity Moderate the Benefits of Liveness? A Controlled Experiment

Autor: Rein, Patrick, Ramson, Stefan, Beckmann, Tom, Hirschfeld, Robert

Publikováno v: The Art, Science, and Engineering of Programming, 2025, Vol. 9, Issue 1, Article 1

Live programming features can be found in a range of programming environments, from individual prototypes to widely used environments. While liveness is generally considered a useful property, there is little empirical evidence on when and how livene

Externí odkaz: http://arxiv.org/abs/2412.06274

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The Role of Task Complexity in Reducing AI Plagiarism: A Study of Generative AI Tools

Autor: Toker, Sacip, Akgun, Mahir

This study investigates whether assessments fostering higher-order thinking skills can reduce plagiarism involving generative AI tools. Participants completed three tasks of varying complexity in four groups: control, e-textbook, Google, and ChatGPT.

Externí odkaz: http://arxiv.org/abs/2412.13412

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Meta-Learning Integration in Hierarchical Reinforcement Learning for Advanced Task Complexity

Autor: Khajooeinejad, Arash, Chapariniya, Masoumeh

Hierarchical Reinforcement Learning (HRL) effectively tackles complex tasks by decomposing them into structured policies. However, HRL agents often face challenges with efficient exploration and rapid adaptation. To address this, we integrate meta-le

Externí odkaz: http://arxiv.org/abs/2410.07921

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TaskComplexity: A Dataset for Task Complexity Classification with In-Context Learning, FLAN-T5 and GPT-4o Benchmarks

Autor: Rasheed, Areeg Fahad, Zarkoosh, M., Abbas, Safa F., Al-Azzawi, Sana Sabah

This paper addresses the challenge of classifying and assigning programming tasks to experts, a process that typically requires significant effort, time, and cost. To tackle this issue, a novel dataset containing a total of 4,112 programming tasks wa

Externí odkaz: http://arxiv.org/abs/2409.20189

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