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Yasin Abbasi-Yadkori — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yasin Abbasi-Yadkori
13
papers ·
151
citations ·
19
h-index
University of Oxford
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Model-Free Linear Quadratic Control via Reduction to Expert Prediction
2018 · 54 citations
Posterior Sampling for Large Scale Reinforcement Learning
2017 · 19 citations
Exploration-Enhanced POLITEX
2019 · 19 citations
Regret Balancing for Bandit and RL Model Selection
2020 · 9 citations
Adaptive Approximate Policy Iteration
2020 · 8 citations
Large-Scale Markov Decision Problems via the Linear Programming Dual
2019 · 7 citations
On Query-efficient Planning in MDPs under Linear Realizability of the Optimal State-value Function
2021 · 5 citations
Optimizing over a Restricted Policy Class in Markov Decision Processes
2018 · 3 citations
Optimization Issues in KL-Constrained Approximate Policy Iteration
2021 · 3 citations
Efficient Local Planning with Linear Function Approximation
2021 · 3 citations
Improved Regret Bound and Experience Replay in Regularized Policy Iteration
2021 · 2 citations
Top co-authors
Csaba Szepesvari
· 4
Nevena Lazic
· 4
Botao Hao
· 3
Csaba Szepesv\'ari
· 3
Nevena Lazi\'c
· 2
Nikos Vlassis
· 2
Alan Malek
· 1
Aldo Pacchiano
· 1
Barnab\'as Janzer
· 1
Dale Schuurmans
· 1
Dong Yin
· 1
Dong Yin
· 1
Topics
Value-Based
Model-Based RL
Exploration
Policy Gradient
Offline RL
Safe RL
Meta-RL