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Reward functions play a crucial role in reinforcement learning (RL) systems, but their design presents significant challenges in balancing the ...
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The large language models (LLMs) that power generative ai applications, such as ChatGPT, have proliferated at lightning speed and improved ...
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Large language models (LLMs) have transformed fields from customer service to healthcare by aligning machine output with human values. Reward ...
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Reinforcement learning from human feedback (RLHF) is an effective approach to align language models with human preferences. Fundamental to RLHF ...
Language models have gained prominence in reinforcement learning from human feedback (RLHF), but current reward modeling approaches face challenges in ...