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Annie Xie — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Annie Xie
11
papers ·
325
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control
2018 · 265 citations
Deep Reinforcement Learning amidst Lifelong Non-Stationarity
2020 · 26 citations
Few-Shot Goal Inference for Visuomotor Learning and Planning
2018 · 16 citations
Lifelong Robotic Reinforcement Learning by Retaining Experiences
2021 · 7 citations
When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning
2022 · 4 citations
Robust Policy Learning over Multiple Uncertainty Sets
2022 · 1 citations
Supervised Pretraining Can Learn In-Context Reinforcement Learning
2023 · 1 citations
Affordance-Guided Reinforcement Learning via Visual Prompting
2024
Top co-authors
Chelsea Finn
· 8
Sergey Levine
· 2
Aldo Pacchiano
· 1
Alex Lee
· 1
Amy Zhang
· 1
Archit Sharma
· 1
Avi Singh
· 1
Emma Brunskill
· 1
Fahim Tajwar
· 1
Frederik Ebert
· 1
James Harrison
· 1
Joelle Pineau
· 1
Topics
Meta-RL
Model-Based RL
Exploration
Offline RL
Multi-Agent
Safe RL
Value-Based
Policy Gradient
RLHF & Alignment