Beyond Scalar Rewards: An Axiomatic Framework for Lexicographic MDPs

NeurIPSSpotlight2025

Authors
Mehran Shakerinava, Siamak Ravanbakhsh, Adam Oberman
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Recent work has formalized the reward hypothesis through the lens of expected utility theory, by interpreting reward as utility…

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Topics

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