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Sattar Vakili — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sattar Vakili
11
papers ·
6
citations ·
8
h-index
Cornell University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
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
Alberto Bernacchia
· 3
Aya Kayal
· 2
Julia Olkhovskaya
· 2
Laura Toni
· 2
Alexandru Cioba
· 1
Amanda Prorok
· 1
Carl Henrik Ek
· 1
Chang-Wei Yueh
· 1
Fu-Chieh Chang
· 1
Jasmine Bayrooti
· 1
Jonathan Scarlett
· 1
Nikola Pavlovic
· 1
Topics
Model-Based RL
Value-Based
Exploration
RLHF & Alignment
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