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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Tongran Liu

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#reinforcement learning Open access Sep 2026

RL without Tears: An Introduction in the Era of LLMs

Reinforcement learning (RL) has become a powerful and versatile paradigm in the era of large language models (LLMs). It is widely used to align models with human preferences and improve their reasoning capabilities. More recently, with the rapid rise of LLM-based agents, RL has become increasingly important for enablin...

Chenglong Wang, Hang Zhou, Tongran Liu et al. · 0 citations
#reinforcement learning Open access Sep 2026

RL without Tears: An Introduction in the Era of LLMs

Reinforcement learning (RL) has become a powerful and versatile paradigm in the era of large language models (LLMs). It is widely used to align models with human preferences and improve their reasoning capabilities. More recently, with the rapid rise of LLM-based agents, RL has become increasingly important for enablin...

Chenglong Wang, Hang Zhou, Tongran Liu et al. · 0 citations

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