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Ksenia Konyushkova — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ksenia Konyushkova
9
papers ·
139
citations ·
11
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Scaling data-driven robotics with reward sketching and batch reinforcement learning
2019 · 45 citations
Reinforced Self-Training (ReST) for Language Modeling
2023 · 18 citations
Offline Learning from Demonstrations and Unlabeled Experience
2020 · 14 citations
Semi-supervised reward learning for offline reinforcement learning
2020 · 7 citations
Retrieval-Augmented Reinforcement Learning
2022 · 6 citations
Active Offline Policy Selection
2021
$π2\textvec$: Policy Representations with Successor Features
2023
Top co-authors
Nando de Freitas
· 5
Misha Denil
· 4
Caglar Gulcehre
· 3
Konrad Zolna
· 3
Scott Reed
· 3
Yusuf Aytar
· 3
Alexander Novikov
· 2
Serkan Cabi
· 2
Tom Le Paine
· 2
Yutian Chen
· 2
Abhishek Sharma
· 1
Abram L. Friesen
· 1
Topics
Offline RL
Safe RL
Model-Based RL
Exploration
Value-Based
Game AI
Policy Gradient
RLHF & Alignment