4 citations · 5 across the 6 of their papers we have counts for
6 papers
Satisfaction and Regret in Stackelberg Games
Langford White, Duong Nguyen, Hung Nguyen
This paper introduces the new concept of (follower) satisfaction in Stackelberg games and compares the standard Stackelberg game with its satisfaction version. Simulation results a…
Bayesian Rationality in Satisfaction Games
Langford White, Oskar Rynkiewicz, Duong Nguyen +1
We introduce a new paradigm for game theory -- Bayesian satisfaction. This novel approach is a synthesis of the idea of Bayesian rationality introduced by Aumann, and satisfaction…
Social Optimum Equilibrium Selection for Distributed Multi-Agent Optimization
Duong Nguyen, Langford White, Hung Nguyen
We study the open question of how players learn to play a social optimum pure-strategy Nash equilibrium (PSNE) through repeated interactions in general-sum coordination games. A so…
Analysis of sojourn time distributions for semi-Markov models
Kelli Francis-Staite, Langford White
This report aims to characterise certain sojourn time distributions that naturally arise from semi-Markov models. To this end, it describes a family of discrete distributions that…
Critical initialisation in continuous approximations of binary neural networks
George Stamatescu, Federica Gerace, Carlo Lucibello +2
The training of stochastic neural network models with binary () weights and activations via continuous surrogate networks is investigated. We derive new surrogates using a no…
Track Extraction with Hidden Reciprocal Chain Models
George Stamatescu, Langford B White, Riley Bruce-Doust
This paper develops Bayesian track extraction algorithms for targets modelled as hidden reciprocal chains (HRC). HRC are a class of finite-state random process models that generali…