Capturing skill state in curriculum learning for human skill acquisition

K Ghonasgi, R Mirsky, S Narvekar… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Humans learn complex motor skills with practice and training. Though the learning process
is not fully understood, several theories from motor learning, neuroscience, education, and …

Modeling human motor learning traits using reinforcement learning

B Masetty - 2021 - repositories.lib.utexas.edu
Learning a new motor skill is a complex process that requires extensive training and
practice. Several theories from motor learning, neuroscience, education, and game design …

Curriculum learning in reinforcement learning

SS Narvekar - 2021 - repositories.lib.utexas.edu
In recent years, reinforcement learning (RL) has been increasingly successful at solving
complex tasks. Despite these successes, one of the fundamental challenges is that many RL …

[PDF][PDF] Curriculum Learning in Reinforcement Learning

R Mooney - cs.utexas.edu
In recent years, autonomous reinforcement learning (RL) agents have successfully solved
increasingly complex problems. For example, they have been used to play Atari games with …