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Lillian J. Ratliff
Associate Professor, University of Washington, Seattle
Joined
March 2018
Names
Lillian J. Ratliff
(Preferred)
,
Lillian Ratliff
,
Lillian J Ratliff
Emails
****@uw.edu
(Confirmed)
,
****@cs.washington.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Associate Professor
University of Washington, Seattle
(uw.edu)
2022
–
Present
Assistant Professor
University of Washington, Seattle
(uw.edu)
2016
–
2022
Postdoc
University of California Berkeley
(berkeley.edu)
2015
–
2016
PhD student
University of California Berkeley
(berkeley.edu)
2010
–
2015
Advisors, Relations & Conflicts
PhD Advisee
Eric Frankel
2023
–
Present
PhD Advisee
Avinandan Bose
2022
–
Present
PhD Advisee
Arnab Maiti
2022
–
Present
PhD Advisee
Adhyyan Narang
2020
–
Present
Collaborator
Eric Mazumdar
2015
–
Present
PhD Advisee
Evan Faulkner
2020
–
2022
PhD Advisee
Liyuan Zheng
2017
–
2021
PhD Advisee
Tanner Fiez
2016
–
2021
Postdoc Advisee
Shreyas Sekar
2017
–
2018
PhD Advisor
Shankar Sastry
2010
–
2015
Expertise
Learning
Present
Optimization
Present
Game Theory
Present
Machine Learning
Present
Control Theory
Present
Publications
Instance-dependent Sample Complexity Bounds for Zero-sum Matrix Games
Arnab Maiti
,
Kevin G. Jamieson
,
Lillian J. Ratliff
2023 (modified: 18 Apr 2023)
CoRR 2023
Readers:
Everyone
Convergent First-Order Methods for Bi-level Optimization and Stackelberg Games
Chinmay Maheshwari
,
S. Shankar Sastry
,
Lillian J. Ratliff
,
Eric Mazumdar
Published: 01 Jan 2023, Last Modified: 11 May 2023
CoRR 2023
Readers:
Everyone
Human adaptation to adaptive machines converges to game-theoretic equilibria
Benjamin J. Chasnov
,
Lillian J. Ratliff
,
Samuel A. Burden
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
Stackelberg Games for Learning Emergent Behaviors During Competitive Autocurricula
Boling Yang
,
Liyuan Zheng
,
Lillian J. Ratliff
,
Byron Boots
,
Joshua R. Smith
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
Adaptive constraint satisfaction for Markov decision process congestion games: Application to transportation networks
Sarah H. Q. Li
,
Yue Yu
,
Nicolas I. Miguel
,
Daniel J. Calderone
,
Lillian J. Ratliff
,
Behçet Açikmese
Published: 01 Jan 2023, Last Modified: 12 May 2023
Autom. 2023
Readers:
Everyone
Instance-optimal PAC Algorithms for Contextual Bandits
Zhaoqi Li
,
Lillian J Ratliff
,
Houssam Nassif
,
Kevin Jamieson
,
Lalit K Jain
Published: 31 Oct 2022, Last Modified: 26 Jan 2026
NeurIPS 2022 Accept
Readers:
Everyone
Stackelberg Policy Gradient: Evaluating the Performance of Leaders and Followers
Quoc-Liem Vu
,
Zane Alumbaugh
,
Ryan Ching
,
Quanchen Ding
,
Arnav Mahajan
,
Benjamin Chasnov
,
Sam Burden
,
Lillian J Ratliff
Published: 25 Apr 2022, Last Modified: 05 May 2023
ICLR 2022 Workshop on Gamification and Multiagent Solutions
Readers:
Everyone
General sum stochastic games with networked information flow
Sarah Li
,
Lillian J Ratliff
,
Peeyush Kumar
Published: 25 Apr 2022, Last Modified: 05 May 2023
ICLR 2022 Workshop on Gamification and Multiagent Solutions
Readers:
Everyone
Koopman Operator Applications in Signalized Traffic Systems
Esther Ling
,
Liyuan Zheng
,
Lillian J. Ratliff
,
Samuel Coogan
2022 (modified: 17 Apr 2023)
IEEE Trans. Intell. Transp. Syst. 2022
Readers:
Everyone
Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms
Liyuan Zheng
,
Tanner Fiez
,
Zane Alumbaugh
,
Benjamin Chasnov
,
Lillian J. Ratliff
2022 (modified: 17 Apr 2023)
AAAI 2022
Readers:
Everyone
View all 133 publications
Co-Authors
Aaron M. Bestick
Abhishek Dubey
Adhyyan Narang
Alvaro A. Cárdenas
Arnab Maiti
Arnav Mahajan
Baosen Zhang
Behçet Açikmese
Benjamin Chasnov
Benjamin J. Chasnov
Boling Yang
Byron Boots
Carlos A. Barreto
Chase Dowling
Chase P. Dowling
Chi Jin
Chih-Yuan Chiu
Chinmay Maheshwari
Chinmaya Samal
Claire J. Tomlin
Costas J. Spanos
Daniel J. Calderone
Dexter Scobee
Dmitriy Drusvyatskiy
EFSTRATIOS PANTELEIMON SKOULAKIS
View all 85 co-authors