Poster "reward hacking" Papers

5 papers found

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Correlated Proxies: A New Definition and Improved Mitigation for Reward Hacking

Cassidy Laidlaw, Shivam Singhal, Anca Dragan

ICLR 2025arXiv:2403.03185
25
citations

Large language models can learn and generalize steganographic chain-of-thought under process supervision

ROBERT MC CARTHY, Joey SKAF, Luis Ibanez-Lissen et al.

NEURIPS 2025arXiv:2506.01926
13
citations

Towards Federated RLHF with Aggregated Client Preference for LLMs

Feijie Wu, Xiaoze Liu, Haoyu Wang et al.

ICLR 2025arXiv:2407.03038
10
citations

Feedback Loops With Language Models Drive In-Context Reward Hacking

Alexander Pan, Erik Jones, Meena Jagadeesan et al.

ICML 2024arXiv:2402.06627
60
citations

ODIN: Disentangled Reward Mitigates Hacking in RLHF

Lichang Chen, Chen Zhu, Jiuhai Chen et al.

ICML 2024arXiv:2402.07319
110
citations