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cs.LG2024★ 2 cited
DEER: A Delay-Resilient Framework for Reinforcement Learning with Variable Delays
Bo Xia, Yilun Kong, Yongzhe Chang +4
Classic reinforcement learning (RL) frequently confronts challenges in tasks involving delays, which cause a mismatch between received observations and subsequent actions, thereby…
cs.LG2024
PaddingFlow: Improving Normalizing Flows with Padding-Dimensional Noise
Qinglong Meng, Chongkun Xia, Xueqian Wang
Normalizing flow is a generative modeling approach with efficient sampling. However, Flow-based models suffer two issues: 1) If the target distribution is manifold, due to the unma…