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Lillian J. Ratliff
Lillian J. Ratliff
Associate Professor, University of Washington
Bestätigte E-Mail-Adresse bei uw.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Characterization and Computation of Local Nash Equilibria in Continuous Games
LJ Ratliff, SA Burden, SS Sastry
Proceedings of the 51st Annual Allerton Conference on Communication, Control …, 2013
3212013
Implicit learning dynamics in stackelberg games: Equilibria characterization, convergence analysis, and empirical study
T Fiez, B Chasnov, L Ratliff
International Conference on Machine Learning, 3133-3144, 2020
225*2020
On gradient-based learning in continuous games
E Mazumdar, LJ Ratliff, SS Sastry
SIAM Journal on Mathematics of Data Science 2 (1), 103-131, 2020
208*2020
On the Characterization of Local Nash Equilibria in Continuous Games
LJ Ratliff, SA Burden, SS Sastry
IEEE Transactions on Automatic Control 61 (8), 2301-2307, 2016
1802016
Sequential Experimental Design for Transductive Linear Bandits
T Fiez, L Jain, KG Jamieson, LJ Ratliff
Advances in Neural Information Processing Systems 32 (NeurIPS 2019) 32, 2019
1412019
Constrained upper confidence reinforcement learning
L Zheng, L Ratliff
Learning for Dynamics and Control, 620-629, 2020
1042020
Multiplayer performative prediction: Learning in decision-dependent games
A Narang, E Faulkner, D Drusvyatskiy, M Fazel, LJ Ratliff
Journal of Machine Learning Research 24 (202), 1-56, 2023
65*2023
Social game for building energy efficiency: Incentive design
LJ Ratliff, M Jin, IC Konstantakopoulos, C Spanos, SS Sastry
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
632014
Local convergence analysis of gradient descent ascent with finite timescale separation
T Fiez, LJ Ratliff
Proceedings of the International Conference on Learning Representation, 2021
61*2021
Policy Gradient in Linear Quadratic Dynamic Games Has No Convergence Guarantees
E Mazumdar, LJ Ratliff, MI Jordan, SS Sastry
Proceedings of the 19th International Conference on Autonomous Agents and …, 2020
59*2020
A perspective on incentive design: Challenges and opportunities
LJ Ratliff, R Dong, S Sekar, T Fiez
Annual Review of Control, Robotics, and Autonomous Systems 2 (1), 305-338, 2019
572019
A SUPER* algorithm to optimize paper bidding in peer review
T Fiez, N Shah, L Ratliff
Conference on uncertainty in artificial intelligence, 580-589, 2020
562020
Stackelberg actor-critic: A game-theoretic perspective
L Zheng, T Fiez, Z Alumbaugh, B Chasnov, LJ Ratliff
AAAI Workshop on Reinforcement Learning and Games, 2021
54*2021
Global convergence of policy gradient for sequential zero-sum linear quadratic dynamic games
J Bu, LJ Ratliff, M Mesbahi
arXiv preprint arXiv:1911.04672, 2019
512019
Convergence Guarantees for Gradient-Based Learning in Continuous Games.
B Chasnov, LJ Ratliff, E Mazumdar, S Burden
Uncertainty in artificial intelligence, 2019
49*2019
How much urban traffic is searching for parking
C Dowling, T Fiez, L Ratliff, B Zhang
arXiv preprint arXiv:1702.06156, 1-20, 2017
462017
Energy disaggregation via adaptive filtering
R Dong, LJ Ratliff, H Ohlsson, SS Sastry
Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton …, 2013
452013
Adaptive incentive design
LJ Ratliff, T Fiez
IEEE Transactions on Automatic Control 66 (8), 3871-3878, 2020
432020
Energy management via pricing in LQ dynamic games
S Coogan, LJ Ratliff, D Calderone, C Tomlin, SS Sastry
2013 American Control Conference, 443-448, 2013
432013
Decision-dependent risk minimization in geometrically decaying dynamic environments
M Ray, LJ Ratliff, D Drusvyatskiy, M Fazel
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 8081-8088, 2022
422022
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