L. Pang

activity

20202025

most citedS

^{2}

AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic

2 citations · 3 across the 2 of their papers we have counts for

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cs.LG2024★ 2 cited

S $^{2}$ AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic

Safa Messaoud, Billel Mokeddem, Zhenghai Xue +4

Learning expressive stochastic policies instead of deterministic ones has been proposed to achieve better stability, sample complexity, and robustness. Notably, in Maximum Entropy…

cs.LG2020★ 1 cited

Probabilistic Outlier Detection and Generation

Stefano Giovanni Rizzo, Linsey Pang, Yixian Chen +1

A new method for outlier detection and generation is introduced by lifting data into the space of probability distributions which are not analytically expressible, but from which s…

S2AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic

Probabilistic Outlier Detection and Generation

S $^{2}$ AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic