Skill Mastery
5 papers with code • 1 benchmarks • 1 datasets
Benchmarks
These leaderboards are used to track progress in Skill Mastery
| Trend | Dataset | Best Model | Paper | Code | Compare |
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RGB-Stacking
Most implemented papers
A Generalist Agent
OrigamiDream/gato
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DeepMind 2022
Inspired by progress in large-scale language modeling, we apply a similar approach towards building a single generalist agent beyond the realm of text outputs.
Option Tracing: Beyond Correctness Analysis in Knowledge Tracing
Knowledge tracing refers to a family of methods that estimate each student's knowledge component/skill mastery level from their past responses to questions.
Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes
We study the problem of robotic stacking with objects of complex geometry.
Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations
simon-tan/ikt
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IKT's prediction of future student performance is made using a Tree-Augmented Naive Bayes Classifier (TAN), therefore its predictions are easier to explain than deep learning-based student models.
GPT-based Open-Ended Knowledge Tracing
lucy66666/okt
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In education applications, knowledge tracing refers to the problem of estimating students' time-varying concept/skill mastery level from their past responses to questions and predicting their future performance.
