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Ryan Julian — most-cited papers & profile · Reinforcement Learning
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Ryan Julian
19
papers ·
988
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning
2019 · 282 citations
Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills
2021 · 1 citations
Meta-World+: An Improved, Standardized, RL Benchmark
2025
Simulator Predictive Control: Using Learned Task Representations and MPC for Zero-Shot Generalization and Sequencing
2018
Top co-authors
Karol Hausman
· 3
Zhanpeng He
· 3
Chelsea Finn
· 2
Sergey Levine
· 2
Tianhe Yu
· 2
Adithya Bellathur
· 1
Alex Irpan
· 1
Avnish Narayan
· 1
Benjamin Eysenbach
· 1
Deirdre Quillen
· 1
Dmitry Kalashnikov
· 1
Eric Heiden
· 1
Topics
Meta-RL
Model-Based RL
Multi-Agent
Offline RL
Exploration
Value-Based