14 citations · 57 across the 15 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.GT2020
Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum Games
Stratis Skoulakis, Tanner Fiez, Ryann Sim +2
The predominant paradigm in evolutionary game theory and more generally online learning in games is based on a clear distinction between a population of dynamic agents that interac…
cs.LG2020★ 7 cited
Gradient Descent-Ascent Provably Converges to Strict Local Minmax Equilibria with a Finite Timescale Separation
Tanner Fiez, Lillian Ratliff
We study the role that a finite timescale separation parameter has on gradient descent-ascent in two-player non-convex, non-concave zero-sum games where the learning rate of pl…
cs.AI2020★ 14 cited
A SUPER* Algorithm to Optimize Paper Bidding in Peer Review
Tanner Fiez, Nihar B. Shah, Lillian Ratliff
A number of applications involve sequential arrival of users, and require showing each user an ordering of items. A prime example (which forms the focus of this paper) is the biddi…