Search Results for author: Xiangqian Wang

Found 2 papers, 2 papers with code

Adversarial Reciprocal Points Learning for Open Set Recognition

1 code implementation1 Mar 2021 Guangyao Chen, Peixi Peng, Xiangqian Wang, Yonghong Tian

Then, an adversarial margin constraint is proposed to reduce the open space risk by limiting the latent open space constructed by reciprocal points.

General Classification Open Set Learning

MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control

3 code implementations4 Jan 2021 Liwen Zhu, Peixi Peng, Zongqing Lu, Xiangqian Wang, Yonghong Tian

To make the policy learned from a training scenario generalizable to new unseen scenarios, a novel Meta Variationally Intrinsic Motivated (MetaVIM) RL method is proposed to learn the decentralized policy for each intersection that considers neighbor information in a latent way.

Meta-Learning Multi-agent Reinforcement Learning +2

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