Search Results for author: Mingyu You

Found 8 papers, 3 papers with code

Goal-Conditioned Reinforcement Learning with Disentanglement-based Reachability Planning

no code implementations20 Jul 2023 Zhifeng Qian, Mingyu You, Hongjun Zhou, Xuanhui Xu, Bin He

In the paper, we propose a goal-conditioned RL algorithm combined with Disentanglement-based Reachability Planning (REPlan) to solve temporally extended tasks.

Disentanglement reinforcement-learning

Weakly Supervised Disentangled Representation for Goal-conditioned Reinforcement Learning

no code implementations28 Feb 2022 Zhifeng Qian, Mingyu You, Hongjun Zhou, Bin He

In the paper, we propose a skill learning framework DR-GRL that aims to improve the sample efficiency and policy generalization by combining the Disentangled Representation learning and Goal-conditioned visual Reinforcement Learning.

Position reinforcement-learning +2

Adversarial Generation of Training Examples: Applications to Moving Vehicle License Plate Recognition

no code implementations11 Jul 2017 Xinlong Wang, Zhipeng Man, Mingyu You, Chunhua Shen

Our experimental results on a few data sets demonstrate the effectiveness of using GAN images: an improvement of 7. 5% over a strong baseline with moderate-sized real data being available.

Image Generation License Plate Recognition

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