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searching for Reward hacking 5 found (12 total)

Hossein Ronaghi (5,102 words) [view diff] exact match in snippet view article find links to article

64 days of hunger strike. On 28 November 2022, following the Black Reward hacking group's access to the internal system of the Fars News Agency, this

Feedback neural network (763 words) [view diff] exact match in snippet view article find links to article

However, PRMs have faced challenges, including computational cost and reward hacking. DeepSeek-R1's developers found them to be not beneficial. Reflective

Mode collapse (1,123 words) [view diff] exact match in snippet view article find links to article

text generators. Similarly, mode collapse may occur during RLHF, via reward hacking the reward model or other mechanisms. Variational autoencoder Generative

DeepSeek (6,568 words) [view diff] exact match in snippet view article find links to article

The reward model was continuously updated during training to avoid reward hacking. This resulted in RL. In May 2024, DeepSeek released the DeepSeek-V2

Reinforcement learning from human feedback (8,617 words) [view diff] exact match in snippet view article find links to article

reduces potential misalignment risks introduced by proxy objectives or reward hacking. By directly optimizing for the behavior preferred by humans, these