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Aivar Sootla — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Aivar Sootla
8
papers ·
33
citations ·
12
h-index
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Most-cited papers
SAMBA: Safe Model-Based & Active Reinforcement Learning
2020 · 17 citations
Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation
2022 · 9 citations
Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints
2022 · 2 citations
DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention
2021 · 1 citations
Reinforcement Learning in Presence of Discrete Markovian Context Evolution
2022
SEREN: Knowing When to Explore and When to Exploit
2022
Effects of Safety State Augmentation on Safe Exploration
2022
Top co-authors
David Mguni
· 4
Jun Wang
· 4
Alexander I. Cowen-Rivers
· 3
Haitham Bou Ammar
· 2
Taher Jafferjee
· 2
Changmin Yu
· 1
Changmin Yu
· 1
Daniel Palenicek
· 1
Dong Li
· 1
Haitham Ammar
· 1
Haitham Bou-Ammar
· 1
Hang Ren
· 1
Topics
Safe RL
Exploration
Model-Based RL
Meta-RL
Game AI
Multi-Agent
Value-Based
Policy Gradient