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Robust stochastic stability

Alós-Ferrer, Carlos; Netzer, Nick - In: Economic theory : official journal of the Society for … 58 (2015) 1, pp. 31-57

Persistent link: https://www.econbiz.de/10011376076

On the robustness of learning in games with stochastically perturbed payoff observations

Bravo, Mario; Mertikopoulos, Panayotis - In: Games and economic behavior 103 (2017), pp. 41-66

Persistent link: https://www.econbiz.de/10011792271

Stochastic stability in a learning dynamic with best response to noisy play

Kah, Christopher; Walzl, Markus - 2015

We propose a learning dynamic with agents using samples of past play to estimate the distribution of other players' strategy choices and best responding to this estimate. To account for noisy play, estimated distributions over other players' strategy choices have full support in the other...

Persistent link: https://www.econbiz.de/10011396934

Social coordination with locally observable types

Bilancini, Ennio; Boncinelli, Leonardo - In: Economic theory : official journal of the Society for … 65 (2018) 4, pp. 975-1009

Persistent link: https://www.econbiz.de/10011949420

Adaptive coordinate sampling for stochastic primal-dual optimization

Liu, Huikang; Wang, Xiaolu; So, Anthony Man-Cho - In: International transactions in operational research : a … 29 (2022) 1, pp. 24-47

Persistent link: https://www.econbiz.de/10012630720

Bounded memory, inertia, sampling and weighting model for market entry games

Chen, Wei James; Liu, Shu-yu; Chen, Chih-han; Lee, Yi-shan - In: Games 2 (2011) 1, pp. 187-199

This paper describes the “Bounded Memory, Inertia, Sampling and Weighting” (BI-SAW) model, which won the http …

Persistent link: https://www.econbiz.de/10009752429

Sampling best response dynamics and deterministic equilibrium selection

Oyama, Daisuke; Sandholm, William H.; Tercieux, Olivier - In: Theoretical economics : TE ; journal of the Econometric … 10 (2015) 1, pp. 243-281

Persistent link: https://www.econbiz.de/10010528205

Sampling best response dynamics and deterministic equilibrium selection

Oyama, Daisuke; Sandholm, William H.; Tercieux, Olivier - In: Theoretical economics : TE ; an open access journal in … 10 (2015) 1, pp. 243-281

We consider a model of evolution in games in which a revising agent observes the actions of a random number of randomly sampled opponents and then chooses a best response to the distribution of actions in the sample. We provide a condition on the distribution of sample sizes under which an...

Persistent link: https://www.econbiz.de/10011673541

Sampling Best Response Dynamics and Deterministic Equilibrium Selection

Oyama, Daisuke; Sandholm, William H.; Tercieux, Olivier - 2014

Persistent link: https://www.econbiz.de/10014174095

Robust data sampling in machine learning : a game-theoretic framework for training and validation data selection

Mo, Zhaobin; Di, Xuan; Shi, Rongye - In: Games 14 (2023) 1, pp. 1-13

dataset is heterogeneous and skewed. In this paper, we propose a data sampling method that robustly selects training …/validation data. We formulate the training/validation data sampling process as a two-player game: a trainer aims to sample training … error. Robust sampling is achieved at the game equilibrium. To accelerate the searching process, we adopt reinforcement …

Persistent link: https://www.econbiz.de/10014420298