Mingqi Yuan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Bayesian Nonparametric

Transition Model

Reinforcement Learning

Top Venues

IEEE Trans. Artif. Intell.

Publications

Mingqi Yuan, Roger Creus Castanyer, Bo Li, Xin Jin, Glen Berseth, Wenjun Zeng
RLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning. CoRR (2024)
Mingqi Yuan, Huijiang Wang, Kai-Fung Chu, Fumiya Iida, Bo Li, Wenjun Zeng
Real-Time Dynamic Robot-Assisted Hand-Object Interaction via Motion Primitives. CoRR (2024)
Mingqi Yuan, Bo Li, Xin Jin, Wenjun Zeng
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning. CoRR (2023)
Mingqi Yuan, Man-On Pun, Dong Wang
Rényi State Entropy Maximization for Exploration Acceleration in Reinforcement Learning. IEEE Trans. Artif. Intell. 4 (5) (2023)
Mingqi Yuan, Zequn Zhang, Yang Xu, Shihao Luo, Bo Li, Xin Jin, Wenjun Zeng
RLLTE: Long-Term Evolution Project of Reinforcement Learning. CoRR (2023)
Mingqi Yuan, Bo Li, Xin Jin, Wenjun Zeng
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning. ICML (2023)
Mingqi Yuan, Bo Li, Xin Jin, Wenjun Zeng
Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning. CoRR (2022)
Mingqi Yuan, Man-On Pun
Exploring Beyond-Demonstrator via Meta Learning-Based Reward Extrapolation. SSCI (2022)
Mingqi Yuan, Man-On Pun, Dong Wang
Rényi State Entropy for Exploration Acceleration in Reinforcement Learning. CoRR (2022)
Mingqi Yuan, Xin Jin, Bo Li, Wenjun Zeng
Tackling Visual Control via Multi-View Exploration Maximization. CoRR (2022)
Mingqi Yuan
Intrinsically-Motivated Reinforcement Learning: A Brief Introduction. CoRR (2022)
Mingqi Yuan, Man-On Pun, Yi Chen, Qi Cao
Hybrid Adversarial Inverse Reinforcement Learning. CoRR (2021)
Mingqi Yuan, Mon-On Pun, Yi Chen, Dong Wang, Haojun Li
Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning. CoRR (2021)
Mingqi Yuan, Qi Cao, Man-On Pun, Yi Chen
Multi-Agent Reinforcement Learning-Based Fairness-Aware Scheduling for Bursty Traffic. GLOBECOM (2021)
Yang Xu, Mingqi Yuan, Man-On Pun
Transformer Empowered CSI Feedback for Massive MIMO Systems. WOCC (2021)
Mingqi Yuan, Qi Cao, Man-On Pun, Yi Chen
Towards User Scheduling for 6G: A Fairness-Oriented Scheduler Using Multi-Agent Reinforcement Learning. CoRR (2020)