Pihe Hu

Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation

Longbo Huang, Yu Chen, Pihe Hu, 2022, ArXiv.

Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation

Yu Chen, Pihe Hu, Longbo Huang, 2022, ICML.

RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch

L. Pan, Pihe Hu, Longbo Huang, 2022, ICLR.

Optimal Multi-User Scheduling for the Unbalanced Full-Duplex Buffer-Aided Relay Systems

Cheng Li, Zhiyong Chen, Bin Xia, 2019, IEEE Transactions on Wireless Communications.

Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation

Yihan Du, Yu Chen, Pihe Hu, 2023, arXiv.org.

TOWARDS MINIMAX OPTIMAL REWARD-FREE REIN-

Yu Chen, Pihe Hu, Longbo Huang, 2023 .

Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation

Yihan Du, Yu Chen, Pihe Hu, 2023, ArXiv.