Hanpeng Liu

Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks

Shangxing Wang, Hanpeng Liu, Pedro Henrique Gomes et al. · IEEE Transactions on Cognitive Communications and Networking · 2018 · 478 citations

Artificial Intelligence, Dynamic Spectrum Management, Unknown System Dynamics +10

CoSTCo

Hanpeng Liu, Yaguang Li, Michael Tsang et al. · 2019 · 73 citations · Full text

Artificial Intelligence, Real World Tensors, Engineering +11

Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability

Michael Tsang, Hanpeng Liu, Sanjay Purushotham et al. · neural information processing systems · 2018 · 39 citations

Artificial Intelligence, Structured Prediction, Engineering +17

Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions

Weiran Shen, Binghui Peng, Hanpeng Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 38 citations · Full text

Reinforcement Mechanism Design, Sponsored Search Auctions, Electronic Auction +14

Reinforcement Mechanism Design, with Applications to Dynamic Pricing in Sponsored Search Auctions

Weiran Shen, Binghui Peng, Hanpeng Liu et al. · arXiv (Cornell University) · 2017 · 24 citations · Full text

Artificial Intelligence, Electronic Auction, Engineering +21