Reward Hacking
AccidentHighReward hacking (also called specification gaming or reward gaming) occurs when an AI system exploits flaws in its reward signal to achieve high reward without accomplishing the intended task. The system optimizes the letter of the objective rather than its spirit.
Severity
High
Likelihood
Very High (occurring)
Time Horizon
~2025
Maturity
Mature
Full Wiki Article
Read the full wiki article for detailed analysis, background, and references.
Read wiki article →Related Entities4
Sources3
Assessment
SeverityHigh
LikelihoodVery High (occurring)
Time Horizon~2025
MaturityMature
CategoryAccident
Details
TractabilityMedium
StatusActively occurring
Tags
specification-gaminggoodharts-lawouter-alignmentrlhfproxy-gaming