A PAC RL Algorithm for Episodic POMDPs

no code implementations • 25 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 (RL)

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

no code implementations • 27 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.