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Lillian Ratliff

Convergent First-Order Methods for Bi-level Optimization and Stackelberg Games

Feb 02, 2023
Chinmay Maheshwari, S. Shankar Sasty, Lillian Ratliff, Eric Mazumdar

* 22 pages

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Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games

Jul 18, 2022
Georgios Piliouras, Lillian Ratliff, Ryann Sim, Stratis Skoulakis

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* To appear in SAGT 2022

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Instance-optimal PAC Algorithms for Contextual Bandits

Jul 05, 2022
Zhaoqi Li, Lillian Ratliff, Houssam Nassif, Kevin Jamieson, Lalit Jain

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Online Learning in Periodic Zero-Sum Games

Nov 05, 2021
Tanner Fiez, Ryann Sim, Stratis Skoulakis, Georgios Piliouras, Lillian Ratliff

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* To appear at NeurIPS 2021

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Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum Games

Dec 15, 2020
Stratis Skoulakis, Tanner Fiez, Ryann Sim, Georgios Piliouras, Lillian Ratliff

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* To appear in AAAI 2021

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Gradient Descent-Ascent Provably Converges to Strict Local Minmax Equilibria with a Finite Timescale Separation

Sep 30, 2020
Tanner Fiez, Lillian Ratliff

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Sequential Experimental Design for Transductive Linear Bandits

Jun 20, 2019
Tanner Fiez, Lalit Jain, Kevin Jamieson, Lillian Ratliff

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