Information for Shane Legg

Table of contents

Basic information

Item Value
Agendas Recursive reward modeling

List of positions (1 position)

Organization Title Start date End date Employment type Source Notes
Google DeepMind Co-Founder and Chief Scientist 2010-09-23 [1], [2], [3], [4], [5]

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Title Publication date Author Publisher Affected organizations Affected people Document scope Cause area Notes

Documents (1 document)

Title Publication date Author Publisher Affected organizations Affected people Affected agendas Notes
Scalable agent alignment via reward modeling: a research direction 2018-11-19 Jan Leike, David Krueger, Tom Everitt, Miljan Martic, Vishal Maini, Shane Legg arXiv Google DeepMind Recursive reward modeling, Imitation learning, inverse reinforcement learning, Cooperative inverse reinforcement learning, myopic reinforcement learning, iterated amplification, debate This paper introduces the (recursive) reward modeling agenda, discussing its basic outline, challenges, and ways to overcome those challenges. The paper also discusses alternative agendas and their relation to reward modeling.

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