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AI ALIGNMENT FORUM
AF

The Theoretical Foundations of Reward Learning

In this sequence I provide an overview of the theoretical reward learning research agenda, including its motivating assumptions, several core results, and some starting points for how to contribute to it further.

15The Theoretical Reward Learning Research Agenda: Introduction and Motivation

Joar Skalse

9mo

4

9Partial Identifiability in Reward Learning

Joar Skalse

9mo

0

10Misspecification in Inverse Reinforcement Learning

Joar Skalse

9mo

0

6STARC: A General Framework For Quantifying Differences Between Reward Functions

Joar Skalse

9mo

0

4Misspecification in Inverse Reinforcement Learning - Part II

Joar Skalse

9mo

0

9Defining and Characterising Reward Hacking

Joar Skalse

9mo

0

10Other Papers About the Theory of Reward Learning

Joar Skalse

9mo

0

10How to Contribute to Theoretical Reward Learning Research

Joar Skalse

9mo

0