Xiaoyu Chen

According to our database, Xiaoyu Chen authored at least 10 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness.

Haotian Ye, Xiaoyu Chen, Liwei Wang, Simon Shaolei Du

Proceedings of the International Conference on Machine Learning, 2023

2022

Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation.

Xiaoyu Chen, Han Zhong, Zhuoran Yang, Zhaoran Wang, Liwei Wang

Proceedings of the International Conference on Machine Learning, 2022

Understanding Domain Randomization for Sim-to-real Transfer.

Xiaoyu Chen, Jiachen Hu, Chi Jin, Lihong Li, Liwei Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver.

Xiaoyu Chen, Jiachen Hu, Lin Yang, Liwei Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Near-Optimal Representation Learning for Linear Bandits and Linear RL.

Jiachen Hu, Xiaoyu Chen, Chi Jin, Lihong Li, Liwei Wang

Proceedings of the 38th International Conference on Machine Learning, 2021

Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL.

Xiaoyu Chen, Jiachen Hu, Lihong Li, Liwei Wang

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

(Locally) Differentially Private Combinatorial Semi-Bandits.

Xiaoyu Chen, Kai Zheng, Zixin Zhou, Yunchang Yang, Wei Chen, Liwei Wang

Proceedings of the 37th International Conference on Machine Learning, 2020

Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication.

Yuanhao Wang, Jiachen Hu, Xiaoyu Chen, Liwei Wang

Proceedings of the 8th International Conference on Learning Representations, 2020

Q-learning with UCB Exploration is Sample Efficient for Infinite-Horizon MDP.

Yuanhao Wang, Kefan Dong, Xiaoyu Chen, Liwei Wang

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Distributed Bandit Learning: How Much Communication is Needed to Achieve (Near) Optimal Regret.

Yuanhao Wang, Jiachen Hu, Xiaoyu Chen, Liwei Wang

CoRR, 2019