Search Results for author: Tairan Huang

Found 3 papers, 2 papers with code

CGAR: Critic Guided Action Redistribution in Reinforcement Leaning

1 code implementation23 Jun 2022 Tairan Huang, Xu Li, Hao Li, Mingming Sun, Ping Li

As discussed in this paper, under the settings of the off-policy actor critic algorithms, we demonstrate that the critic can bring more expected discounted rewards than or at least equal to the actor.

Reinforcement Learning (RL)

Fairness-aware Federated Learning

no code implementations29 Sep 2021 Zhuozhuo Tu, Zhiqiang Xu, Tairan Huang, DaCheng Tao, Ping Li

Federated Learning is a machine learning technique where a network of clients collaborates with a server to learn a centralized model while keeping data localized.

Fairness Federated Learning +1

Spatiotemporal Attacks for Embodied Agents

1 code implementation ECCV 2020 Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, DaCheng Tao

Adversarial attacks are valuable for providing insights into the blind-spots of deep learning models and help improve their robustness.

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