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Annie S Chen
Researcher, Google DeepMind
PhD student, Stanford University
Joined
February 2021
Names
Annie S Chen
(Preferred)
,Â
Annie S. Chen
Emails
****@stanford.edu
(Confirmed)
,Â
****@google.com
(Confirmed)
Personal Links
Homepage
DBLP
LinkedIn
Career & Education History
Researcher
Google DeepMind
(google.com)
2026
–
Present
PhD student
Stanford University
(stanford.edu)
2021
–
2026
Undergrad student
Stanford University
(stanford.edu)
2017
–
2021
Advisors, Relations & Conflicts
PhD Advisor
Chelsea Finn
2021
–
Present
Expertise
reinforcement learning
Present
robustness
,Â
distribution shifts
Present
robot learning
Present
Publications
Reinforcement Learning via Implicit Imitation Guidance
Perry Dong
,
Alec M. Lessing
,
Annie S Chen
,
Chelsea Finn
Submitted to ICLR 2026
Readers:
Everyone
Safety Representations for Safer Policy Learning
Kaustubh Mani
,
Vincent Mai
,
Charlie Gauthier
,
Annie S Chen
,
Samer B. Nashed
,
Liam Paull
ICLR 2025 Poster
Readers:
Everyone
Calibrating Language Models With Adaptive Temperature Scaling
Johnathan Xie
,
Annie S Chen
,
Yoonho Lee
,
Eric Mitchell
,
Chelsea Finn
SeT LLM @ ICLR 2024
Readers:
Everyone
RLVF: Learning from Verbal Feedback without Overgeneralization
Moritz Pascal Stephan
,
Alexander Khazatsky
,
Eric Mitchell
,
Annie S Chen
,
Sheryl Hsu
,
Archit Sharma
,
Chelsea Finn
ICML 2024 Poster
Readers:
Everyone
AutoFT: Robust Fine-Tuning by Optimizing Hyperparameters on OOD Data
Caroline Choi
,
Yoonho Lee
,
Annie S Chen
,
Allan Zhou
,
Aditi Raghunathan
,
Chelsea Finn
DistShift 2023 Poster
Readers:
Everyone
Confidence-Based Model Selection: When to Take Shortcuts in Spurious Settings
Annie S Chen
,
Yoonho Lee
,
Amrith Setlur
,
Sergey Levine
,
Chelsea Finn
DistShift 2023 Poster
Readers:
Everyone
Adapt On-the-Go: Behavior Modulation for Single-Life Robot Deployment
Annie S Chen
,
Govind Chada
,
Laura Smith
,
Archit Sharma
,
Zipeng Fu
,
Sergey Levine
,
Chelsea Finn
Submitted to ICLR 2024
Readers:
Everyone
Confidence-Based Model Selection: When to Take Shortcuts in Spurious Settings
Annie S Chen
,
Yoonho Lee
,
Amrith Setlur
,
Sergey Levine
,
Chelsea Finn
Submitted to ICLR 2024
Readers:
Everyone
Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal Features
Annie S Chen
,
Yoonho Lee
,
Amrith Setlur
,
Sergey Levine
,
Chelsea Finn
ICLR 2024 spotlight
Readers:
Everyone
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning
Johnathan Wenjia Xie
,
Yoonho Lee
,
Annie S Chen
,
Chelsea Finn
ICLR 2024 poster
Readers:
Everyone
View all 25 publications
Co-Authors
Aditi Raghunathan
Alec M. Lessing
Alexander Khazatsky
Allan Zhou
Amrith Setlur
Ananya Kumar
Antoine Bosselut
Archit Sharma
Behzad Haghgoo
Caroline Choi
Charlie Gauthier
Chelsea Finn
Chris Donahue
Dallas Card
Dan Jurafsky
Daniel E. Ho
Dorottya Demszky
Dorsa Sadigh
Drew A. Hudson
Ehsan Adeli
Emma Brunskill
Eric Mitchell
Erik Brynjolfsson
Esin Durmus
Evan Zheran Liu
View all 86 co-authors