Yi Chen

Towards User Scheduling for 6G: A Fairness-Oriented Scheduler Using Multi-Agent Reinforcement Learning

Man-On Pun, Mingqi Yuan, Qi Cao, 2020, ArXiv.

Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning pdf

Mingqi Yuan, Dong Wang, Yi Chen, 2021, ArXiv.

Hybrid Adversarial Inverse Reinforcement Learning pdf

Man-On Pun, Qi Cao, Mingqi Yuan, 2021, ArXiv.

Fairness-Oriented User Scheduling for Bursty Downlink Transmission Using Multi-Agent Reinforcement Learning

Man-On Pun, Mingqi Yuan, Qi Cao, 2020, APSIPA Transactions on Signal and Information Processing.

Deep Learning in Network-Level Performance Prediction Using Cross-Layer Information

Man-On Pun, Qi Cao, Yi Chen, 2022, IEEE Transactions on Network Science and Engineering.

Network-Level System Performance Prediction Using Deep Neural Networks with Cross-Layer Information

Man-On Pun, Siliang Zeng, Yi Chen, 2020, ICC 2020 - 2020 IEEE International Conference on Communications (ICC).

Multi-Agent Reinforcement Learning for Adaptive Routing: A Hybrid Method using Eligibility Traces

Siliang Zeng, Xingfei Xu, Yi Chen, 2020, 2020 IEEE 16th International Conference on Control & Automation (ICCA).