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Misha Denil — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Misha Denil
12
papers ·
584
citations ·
22
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning to Navigate in Complex Environments
2016 · 368 citations
Learning to Perform Physics Experiments via Deep Reinforcement Learning
2016 · 55 citations
Scaling data-driven robotics with reward sketching and batch reinforcement learning
2019 · 45 citations
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems
2019 · 24 citations
Offline Learning from Demonstrations and Unlabeled Experience
2020 · 14 citations
Positive-Unlabeled Reward Learning
2019 · 10 citations
Active Offline Policy Selection
2021
$π2\textvec$: Policy Representations with Successor Features
2023
Top co-authors
Nando de Freitas
· 5
Ksenia Konyushkova
· 4
Caglar Gulcehre
· 3
Hubert Soyer
· 2
Konrad Zolna
· 2
Scott Reed
· 2
Tom Le Paine
· 2
Yusuf Aytar
· 2
Yutian Chen
· 2
Ziyu Wang
· 2
Alexander Novikov
· 1
Alexander Novikov
· 1
Topics
Offline RL
Model-Based RL
Exploration
Value-Based
Safe RL
Policy Gradient