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Laura Smith — most-cited papers & profile · Reinforcement Learning
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Laura Smith
11
papers ·
162
citations ·
12
h-index
Google (United States) · Berkeley College · Google DeepMind (United Kingdom) · University of California, Berkeley
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Most-cited papers
SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning
2018 · 131 citations
PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training
2021 · 13 citations
Offline Meta-Reinforcement Learning with Online Self-Supervision
2021 · 8 citations
B-Pref: Benchmarking Preference-Based Reinforcement Learning
2021 · 3 citations
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning
2024 · 2 citations
Grow Your Limits: Continuous Improvement with Real-World RL for Robotic Locomotion
2023
Top co-authors
Sergey Levine
· 4
Pieter Abbeel
· 3
Kimin Lee
· 2
Anca Dragan
· 1
Anikait Singh
· 1
Ashvin Nair
· 1
Aviral Kumar
· 1
Catherine Huang
· 1
Chelsea Finn
· 1
Ilya Kostrikov
· 1
Jiajun Wu
· 1
Kyle Hatch
· 1
Topics
Exploration
Offline RL
Model-Based RL
RLHF & Alignment
Meta-RL
Safe RL
Policy Gradient