153 citations · 155 across the 8 of their papers we have counts for
3 papers · 1 filter
The Right to be an Exception to a Data-Driven Rule
Sarah H. Cen, Manish Raghavan
Data-driven tools are increasingly used to make consequential decisions. They have begun to advise employers on which job applicants to interview, judges on which defendants to gra…
Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference
Anish Agarwal, Sarah H. Cen, Devavrat Shah +1
We propose a generalization of the synthetic controls and synthetic interventions methodology to incorporate network interference. We consider the estimation of unit-specific poten…
Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning
Julien Perolat, Bart de Vylder, Daniel Hennes +31
We introduce DeepNash, an autonomous agent capable of learning to play the imperfect information game Stratego from scratch, up to a human expert level. Stratego is one of the few…