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Murtaza Dalal — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Murtaza Dalal
9
papers ·
488
citations ·
10
h-index
Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Visual Reinforcement Learning with Imagined Goals
2018 · 183 citations
Temporal Difference Models: Model-Free Deep RL for Model-Based Control
2018 · 127 citations
AWAC: Accelerating Online Reinforcement Learning with Offline Datasets
2020 · 71 citations
Skew-Fit: State-Covering Self-Supervised Reinforcement Learning
2019 · 66 citations
Accelerating Robotic Reinforcement Learning via Parameterized Action Primitives
2021 · 25 citations
Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
2024 · 5 citations
Top co-authors
Sergey Levine
· 4
Ashvin Nair
· 3
Ruslan Salakhutdinov
· 2
Shikhar Bahl
· 2
Steven Lin
· 2
Vitchyr Pong
· 2
Abhishek Gupta
· 1
Deepak Pathak
· 1
Devendra Chaplot
· 1
Shixiang Gu
· 1
Tarun Chiruvolu
· 1
Vitchyr H. Pong
· 1
Topics
Model-Based RL
Exploration
Meta-RL
Policy Gradient
Value-Based
Offline RL