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Ruoqing Zhu

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#reinforcement learning Book Oct 2026

A Selective Review on Causal Reinforcement Learning with Unmeasured Confounders

Reinforcement learning (RL) is a fundamental framework for addressing sequential decision problems under uncertainty about system dynamics and outcomes. While RL has made significant progress in recent decades, deploying these methods in real-world scenarios remains challenging. A major obstacle is that standard RL alg...

Yuhan Li, Yifan Cui, Ruoqing Zhu · Chapman & Hall/CRC eBooks · 0 citations