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Sattar Vakili — most-cited papers & profile · Reinforcement Learning
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overview
Sattar Vakili
12
papers ·
6
citations
Google Scholar ↗
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Most-cited papers
Open Problem: Tight Online Confidence Intervals for RKHS Elements
2021 · 1 citations
Kernelized Reinforcement Learning with Order Optimal Regret Bounds
2023 · 1 citations
Learning Kernel-Based MDPs from Episodic Preferential Feedback
2026
Reinforcement Learning Using known Invariances
2025
No-Regret Thompson Sampling for Finite-Horizon Markov Decision Processes with Gaussian Processes
2025
Near-Optimal Sample Complexity in Reward-Free Kernel-Based Reinforcement Learning
2025
Sample Complexity of Kernel-Based Q-Learning
2023
Open Problem: Order Optimal Regret Bounds for Kernel-Based Reinforcement Learning
2024
Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithm
2024
Top co-authors
Amanda Prorok
· 1
Fu-Chieh Chang
· 1
Qing Zhao
· 1
Topics
Model-Based RL
cs.LG
Value-Based
stat.ML
cs.DS
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Exploration