[其他] ICML-Risk-Sensitive Reinforcement Learning with Function Approximation A De ... [推广有奖]

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发表于 2025-7-27 15:08:45 |AI写论文

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Risk-Sensitive Reinforcement Learning with Function Approximation:
            A Debiasing Approach

                  Yingjie Fei 1 Zhuoran Yang 2 Zhaoran Wang 1

         Abstract                risk-seeking objective and β < 0 induces a risk-averse one.
                              It can also be seen that Vβ tends to the risk-neutral V as
We study function approximation for episodic re-       β → 0. Risk-sensitive RL has been widely applied in be-
inforcement learning w ...