Monitoring Reward Hacking in RL

🛠 Monitoring Reward Hacking in RL

The open-source tool rewardspy (by author AvAdiii) has been released for debugging and visualizing reward functions in RL. The library detects "reward hacking" via a terminal dashboard by tracking anomalies and variance collapse.

🌍 It helps combat "Goodhart's Law," allowing for automated training audits and preventing agent degradation in CI/CD.

👤 It replaces print(reward) with full statistical diagnostics to better understand agent behavior.

Source 1: https://github.com/AvAdiii/rewardspy