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Cover illustration for “Reward Hacking via Simulator Fidelity Gaps”

Reward Hacking via Simulator Fidelity Gaps

Simulators with hidden flaws teach AI agents to exploit gaps instead of solving real problems.

Daria Kolchin·October 7, 2026

A publication on designing RL environments for LLM agents: reward shaping, reproducible state, and avoiding the bad habits broken environmen

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