Search Results for author: Shayan Doroudi

Found 4 papers, 1 papers with code

TurtleBench: A Visual Programming Benchmark in Turtle Geometry

1 code implementation31 Oct 2024 Sina Rismanchian, Yasaman Razeghi, Sameer Singh, Shayan Doroudi

TurtleBench stands as one of the few benchmarks to evaluate the integration of visual understanding and code generation capabilities in LMMs, setting the stage for future research.

Code Generation

Reconciling Different Theories of Learning with an Agent-based Model of Procedural Learning

no code implementations23 Aug 2024 Sina Rismanchian, Shayan Doroudi

In this study, we propose a new computational model of human learning, Procedural ABICAP, that reconciles the ICAP, Knowledge-Learning-Instruction (KLI), and cognitive load theory (CLT) frameworks for learning procedural knowledge.

Equity and Artificial Intelligence in Education: Will "AIEd" Amplify or Alleviate Inequities in Education?

no code implementations27 Apr 2021 Kenneth Holstein, Shayan Doroudi

The development of educational AI (AIEd) systems has often been motivated by their potential to promote educational equity and reduce achievement gaps across different groups of learners -- for example, by scaling up the benefits of one-on-one human tutoring to a broader audience, or by filling gaps in existing educational services.

A PAC RL Algorithm for Episodic POMDPs

no code implementations25 May 2016 Zhaohan Daniel Guo, Shayan Doroudi, Emma Brunskill

Many interesting real world domains involve reinforcement learning (RL) in partially observable environments.

reinforcement-learning Reinforcement Learning +1

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