Hu, Jiachen

1. Understanding Domain Randomization for Sim-to-real Transfer
   2021/10/07 by Chen, Xiaoyu, Hu, Jiachen, Jin, Chi +2 · 19 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Near-optimal Representation Learning for Linear Bandits and Linear RL
   2021/02/08 by Hu, Jiachen, Chen, Xiaoyu, Jin, Chi +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
   2023/02/21 by Zhong, Han, Hu, Jiachen, Xue, Yecheng +2 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Physics (quant-ph)
4. On Limitation of Transformer for Learning HMMs
   2024/06/06 by Jiachen Hu, Hu, Jiachen, Qinghua Liu +3 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
5. Provable Sim-to-real Transfer in Continuous Domain with Partial Observations
   2022/10/27 by Hu, Jiachen, Zhong, Han, Jin, Chi +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL
   2020/08/30 by Xiaoyu Chen, Chen, Xiaoyu, Jiachen Hu +5 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics