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Michael Janner — most-cited papers & profile · Reinforcement Learning
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overview
Michael Janner
8
papers ·
288
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
When to Trust Your Model: Model-Based Policy Optimization
2019 · 120 citations
Planning with Diffusion for Flexible Behavior Synthesis
2022 · 60 citations
Offline Reinforcement Learning as One Big Sequence Modeling Problem
2021 · 41 citations
Entity Abstraction in Visual Model-Based Reinforcement Learning
2019 · 32 citations
Training Diffusion Models with Reinforcement Learning
2023 · 21 citations
IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies
2023 · 9 citations
Efficient Planning in a Compact Latent Action Space
2022 · 3 citations
Deep Generative Models for Decision-Making and Control
2023 · 2 citations
Top co-authors
Sergey Levine
· 5
Ilya Kostrikov
· 2
Joshua B. Tenenbaum
· 2
Yilun Du
· 2
and Sergey Levine
· 1
Chelsea Finn
· 1
Edward Grefenstette
· 1
Jakub Grudzien Kuba
· 1
Jiajun Wu
· 1
John D. Co-Reyes
· 1
Justin Fu
· 1
Kevin Black
· 1
Topics
Model-Based RL
Offline RL
Exploration
Value-Based
Policy Gradient
Meta-RL
RLHF & Alignment