Comparing Reinforcement Learning and Human Learning using the Game of Hidden Rules

no code implementations • 30 Jun 2023 • Eric Pulick, Vladimir Menkov, Yonatan Mintz, Paul Kantor, Vicki Bier

Reliable real-world deployment of reinforcement learning (RL) methods requires a nuanced understanding of their strengths and weaknesses and how they compare to those of humans.

reinforcement-learning Reinforcement Learning (RL)

Can We Distinguish Machine Learning from Human Learning?

no code implementations • 8 Oct 2019 • Vicki Bier, Paul B. Kantor, Gary Lupyan, Xiaojin Zhu

Specifically, we suggest a large and extensible class of learning tasks, formulated as learning under rules.

BIG-bench Machine Learning