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Lillian J. Ratliff

Observed names: Lillian J Ratliff, Lillian Ratliff, Ratliff, Lillian, Ratliff, Lillian J, Ratliff, Lillian J.
Observed institutions: Linköping University, Google (United States), Amazon (United States), University of Nevada, Las Vegas, Harvard University, University of Illinois Urbana-Champaign, University of Washington, University of California, Berkeley
ORCID: 0000-0001-8936-0229
Observed ORCID: 0000-0001-8936-0229
OpenAlex ID: A5008161296
Characterization and computation of local Nash equilibria in continuous games
2013 · Lillian J. Ratliff, Samuel A. Burden, et al. · Allerton Conference on Communication, Control, and Computing · 235
On Gradient-Based Learning in Continuous Games
2020 · Eric Mazumdar, Lillian J. Ratliff, et al. · SIAM Journal on Mathematics of Data Science · 130
On the Characterization of Local Nash Equilibria in Continuous Games
2016 · Lillian J. Ratliff, Samuel A. Burden, et al. · IEEE Transactions on Automatic Control · 120
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Convergence of Learning Dynamics in Stackelberg Games
2019 · Fiez, Tanner, Chasnov, Benjamin, et al. · arXiv (Cornell University) · 89
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Implicit Learning Dynamics in Stackelberg Games: Equilibria Characterization, Convergence Analysis, and Empirical Study
2020 · Tanner Fiez, Benjamin J. Chasnov, et al. · International Conference on Machine Learning · 54
Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms
2022 · Liyuan Zheng, Tanner Fiez, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 50
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Global Convergence of Policy Gradient for Sequential Zero-Sum Linear Quadratic Dynamic Games
2019 · Bu, Jingjing, Ratliff, Lillian J., et al. · arXiv (Cornell University) · 50
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TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics
2026 · Chen, Shirui, Harrison, Cole, et al. · arXiv (Cornell University) · 43
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A Perspective on Incentive Design: Challenges and Opportunities
2018 · Lillian J. Ratliff, Roy Dong, et al. · Annual Review of Control Robotics and Autonomous Systems · 42
Constrained Upper Confidence Reinforcement Learning
2020 · Zheng, Liyuan, Ratliff, Lillian J. · arXiv (Cornell University) · 40
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Energy management via pricing in LQ dynamic games
2013 · Samuel Coogan, Lillian J. Ratliff, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 40
Social game for building energy efficiency: Incentive design
2014 · Lillian J. Ratliff, Ming Jin, et al. · Allerton Conference on Communication, Control, and Computing · 35
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Fundamental limits of nonintrusive load monitoring
2014 · Roy Dong, Lillian Ratliff, et al. · International Conference on High Confidence Networked Systems · 33
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Inverse Risk-Sensitive Reinforcement Learning
2019 · Lillian J. Ratliff, Eric Mazumdar · IEEE Transactions on Automatic Control · 32
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Adaptive Incentive Design
2020 · Lillian J. Ratliff, Tanner Fiez · IEEE Transactions on Automatic Control · 31
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Incentive Design and Utility Learning via Energy Disaggregation
2014 · Lillian J. Ratliff, Roy Dong, et al. · IFAC Proceedings Volumes · 31
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Policy-Gradient Algorithms Have No Guarantees of Convergence in Linear Quadratic Games
2020 · Eric Mazumdar, Lillian J. Ratliff, et al. · Adaptive Agents and Multi-Agents Systems · 29
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Modeling Curbside Parking as a Network of Finite Capacity Queues
2019 · Chase P. Dowling, Lillian J. Ratliff, et al. · IEEE Transactions on Intelligent Transportation Systems · 29
Sequential Experimental Design for Transductive Linear Bandits
2019 · Fiez, Tanner, Jain, Lalit, et al. · arXiv (Cornell University) · 27
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Quantifying the Utility--Privacy Tradeoff in the Internet of Things
2018 · Roy Dong, Lillian J. Ratliff, et al. · ACM Transactions on Cyber-Physical Systems · 26
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A Robust Utility Learning Framework via Inverse Optimization
2017 · Ioannis C. Konstantakopoulos, Lillian J. Ratliff, et al. · IEEE Transactions on Control Systems Technology · 25
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Koopman Operator Applications in Signalized Traffic Systems
2020 · Esther Ling, Liyuan Zheng, et al. · IEEE Transactions on Intelligent Transportation Systems · 24
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How Much Urban Traffic is Searching for Parking? Simulating Curbside Parking as a Network of Finite Capacity Queues
2017 · Dowling, Chase, Fiez, Tanner, et al. · arXiv (Cornell University) · 24
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A dynamical systems approach to energy disaggregation
2013 · Roy Dong, Lillian Ratliff, et al. · IEEE Conference on Decision and Control (CDC) · 24
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Multiplayer Performative Prediction: Learning in Decision-Dependent Games
2022 · Narang, Adhyyan, Faulkner, Evan, et al. · arXiv (Cornell University) · 23
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Works count: 169
Citation count: 2,073
H-index: 24
I10-index: 55
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