RewardGuard: Tackling the Hidden Risks of AI Reward Hacking

RewardGuard provides a specialized framework to detect and analyze reward hacking, a persistent challenge in AI alignment where models exploit reward functions. This tool is vital for Reinforcement Learning (RL) developers aiming to build safer, more predictable AI systems by ensuring actual behavior matches intended goals.