Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Dongbin Zhao

Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search


Nov 15, 2021
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao

* 8 pages, 6 figures, 3 tables 

  Access Paper or Ask Questions

A Reinforcement Learning Benchmark for Autonomous Driving in Intersection Scenarios


Sep 22, 2021
Yuqi Liu, Qichao Zhang, Dongbin Zhao


  Access Paper or Ask Questions

Benchmarking Lane-changing Decision-making for Deep Reinforcement Learning


Sep 22, 2021
Junjie Wang, Qichao Zhang, Dongbin Zhao

* 10 pages, 5 figures, 3 tables 

  Access Paper or Ask Questions

Heuristic Rank Selection with Progressively Searching Tensor Ring Network


Sep 22, 2020
Nannan Li, Yu Pan, Yaran Chen, Zixiang Ding, Dongbin Zhao, Zenglin Xu


  Access Paper or Ask Questions

Faster Gradient-based NAS Pipeline Combining Broad Scalable Architecture with Confident Learning Rate


Sep 21, 2020
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao


  Access Paper or Ask Questions

Dynamic Horizon Value Estimation for Model-based Reinforcement Learning


Sep 21, 2020
Junjie Wang, Qichao Zhang, Dongbin Zhao, Mengchen Zhao, Jianye Hao

* 9 pages, 6 figures 

  Access Paper or Ask Questions

Deep Reinforcement Learning based Automatic Exploration for Navigation in Unknown Environment


Jul 23, 2020
Haoran Li, Qichao Zhang, Dongbin Zhao

* IEEE Transactions on Neural Networks and Learning Systems. 31(2020) 2064-2076 

  Access Paper or Ask Questions

ContourRend: A Segmentation Method for Improving Contours by Rendering


Jul 15, 2020
Junwen Chen, Yi Lu, Yaran Chen, Dongbin Zhao, Zhonghua Pang


  Access Paper or Ask Questions

BiFNet: Bidirectional Fusion Network for Road Segmentation


Apr 18, 2020
Haoran Li, Yaran Chen, Qichao Zhang, Dongbin Zhao


  Access Paper or Ask Questions

ModuleNet: Knowledge-inherited Neural Architecture Search


Apr 14, 2020
Yaran Chen, Ruiyuan Gao, Fenggang Liu, Dongbin Zhao


  Access Paper or Ask Questions

Enhanced Rolling Horizon Evolution Algorithm with Opponent Model Learning: Results for the Fighting Game AI Competition


Mar 31, 2020
Zhentao Tang, Yuanheng Zhu, Dongbin Zhao, Simon M. Lucas

* 10 pages, 7 figures 

  Access Paper or Ask Questions

Efficient Neural Architecture Search: A Broad Version


Jan 18, 2020
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao, C. L. Philip Chen

* 8 pages, 2 figures, 2 tables 

  Access Paper or Ask Questions

Graph-FCN for image semantic segmentation


Jan 02, 2020
Yi Lu, Yaran Chen, Dongbin Zhao, Jianxin Chen

* Advances in Neural Networks, ISNN 2019. Lecture Notes in Computer Science, vol 11554, pp. 97-105, Springer, Cham 

  Access Paper or Ask Questions

A Survey of Deep Reinforcement Learning in Video Games


Dec 26, 2019
Kun Shao, Zhentao Tang, Yuanheng Zhu, Nannan Li, Dongbin Zhao

* 13 pages, 3 figures 

  Access Paper or Ask Questions

Graph Attention Memory for Visual Navigation


Jun 04, 2019
Dong Li, Qichao Zhang, Dongbin Zhao, Yuzheng Zhuang, Bin Wang, Wulong Liu, Rasul Tutunov, Jun Wang

* 13 pages, 7 figures 

  Access Paper or Ask Questions

Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints


Apr 02, 2019
Junjie Wang, Qichao Zhang, Dongbin Zhao, Yaran Chen

* 6 pages, 5 figures, accepted at 2019 International Joint Conference on Neural Networks(IJCNN) 

  Access Paper or Ask Questions

Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving


Oct 30, 2018
Dong Li, Dongbin Zhao, Qichao Zhang, Yaran Chen

* 14 pages, 12 figures, accepted to IEEE Computational Intelligence Magazine 

  Access Paper or Ask Questions

StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning


Apr 03, 2018
Kun Shao, Yuanheng Zhu, Dongbin Zhao

* 12 pages, 14 figures, accepted to IEEE Transactions on Emerging Topics in Computational Intelligence 

  Access Paper or Ask Questions