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Jiachen Hu
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2020 – today
- 2024
- [c10]Han Zhong, Jiachen Hu, Yecheng Xue, Tongyang Li, Liwei Wang:
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret. ICML 2024 - [c9]Jiachen Hu, Tongyang Li, Xinzhao Wang, Yecheng Xue, Chenyi Zhang, Han Zhong:
Quantum Non-Identical Mean Estimation: Efficient Algorithms and Fundamental Limits. TQC 2024: 9:1-9:21 - [i9]Jiachen Hu, Qinghua Liu, Chi Jin:
On Limitation of Transformer for Learning HMMs. CoRR abs/2406.04089 (2024) - 2023
- [c8]Jiachen Hu, Han Zhong, Chi Jin, Liwei Wang:
Provable Sim-to-real Transfer in Continuous Domain with Partial Observations. ICLR 2023 - [i8]Han Zhong, Jiachen Hu, Yecheng Xue, Tongyang Li, Liwei Wang:
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret. CoRR abs/2302.10796 (2023) - [i7]Viraj Nadkarni, Jiachen Hu, Ranvir Rana, Chi Jin, Sanjeev R. Kulkarni, Pramod Viswanath:
ZeroSwap: Data-driven Optimal Market Making in DeFi. CoRR abs/2310.09413 (2023) - 2022
- [c7]Xiaoyu Chen, Jiachen Hu, Lin Yang, Liwei Wang:
Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver. ICLR 2022 - [c6]Xiaoyu Chen, Jiachen Hu, Chi Jin, Lihong Li, Liwei Wang:
Understanding Domain Randomization for Sim-to-real Transfer. ICLR 2022 - [i6]Jiachen Hu, Han Zhong, Chi Jin, Liwei Wang:
Provable Sim-to-real Transfer in Continuous Domain with Partial Observations. CoRR abs/2210.15598 (2022) - 2021
- [c5]Xiaoyu Chen, Jiachen Hu, Lihong Li, Liwei Wang:
Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL. ICLR 2021 - [c4]Jiachen Hu, Xiaoyu Chen, Chi Jin, Lihong Li, Liwei Wang:
Near-Optimal Representation Learning for Linear Bandits and Linear RL. ICML 2021: 4349-4358 - [i5]Jiachen Hu, Xiaoyu Chen, Chi Jin, Lihong Li, Liwei Wang:
Near-optimal Representation Learning for Linear Bandits and Linear RL. CoRR abs/2102.04132 (2021) - [i4]Xiaoyu Chen, Jiachen Hu, Chi Jin, Lihong Li, Liwei Wang:
Understanding Domain Randomization for Sim-to-real Transfer. CoRR abs/2110.03239 (2021) - [i3]Xiaoyu Chen, Jiachen Hu, Lin F. Yang, Liwei Wang:
Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver. CoRR abs/2110.03244 (2021) - 2020
- [c3]Ruiguo Yu, Jiachen Hu, Mei Yu, Xi Wei, Han Jiang, Jialin Zhu, Zhiqiang Liu, Jie Gao, Xuewei Li:
Boundary-aware Segmentation Network Using Multi-Task Enhancement for Ultrasound Image. BIBM 2020: 1210-1214 - [c2]Yuanhao Wang, Jiachen Hu, Xiaoyu Chen, Liwei Wang:
Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication. ICLR 2020 - [c1]Ruiguo Yu, Jiachen Hu, Xi Wei, Mei Yu, Jialin Zhu, Jie Gao, Zhiqiang Liu, Xuewei Li:
Generative Adversarial Network Using Multi-modal Guidance for Ultrasound Images Inpainting. ICONIP (1) 2020: 338-349 - [i2]Xiaoyu Chen, Jiachen Hu, Lihong Li, Liwei Wang:
Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL. CoRR abs/2008.13319 (2020)
2010 – 2019
- 2019
- [i1]Yuanhao Wang, Jiachen Hu, Xiaoyu Chen, Liwei Wang:
Distributed Bandit Learning: How Much Communication is Needed to Achieve (Near) Optimal Regret. CoRR abs/1904.06309 (2019)
Coauthor Index
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