ResearchTrend.AI
Quantum Computing Provides Exponential Regret Improvement in Episodic Reinforcement Learning

Quantum Computing Provides Exponential Regret Improvement in Episodic Reinforcement Learning

Bhargav Ganguly
Yulian Wu
Di Wang
Vaneet Aggarwal
ArXiv (abs)PDFHTML

Papers citing "Quantum Computing Provides Exponential Regret Improvement in Episodic Reinforcement Learning"

4 / 4 papers shown
Title
Quantum Lipschitz Bandits
Quantum Lipschitz Bandits
Bongsoo Yi
Yue Kang
Yao Li
78
1
0
03 Apr 2025
Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes
Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes
Bhargav Ganguly
Yang Xu
Vaneet Aggarwal
114
1
0
18 Oct 2023
Quantum Bayesian Optimization
Quantum Bayesian Optimization
Zhongxiang Dai
Gregory Kang Ruey Lau
Arun Verma
Yao Shu
K. H. Low
Patrick Jaillet
58
11
0
09 Oct 2023
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
Han Zhong
Jiachen Hu
Yecheng Xue
Tongyang Li
Liwei Wang
68
8
0
21 Feb 2023