18 citations · 70 across the 12 of their papers we have counts for
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cs.AI2018
Removing Algorithmic Discrimination (With Minimal Individual Error)
El Mahdi El Mhamdi, Rachid Guerraoui, Lê Nguyên Hoang +1
We address the problem of correcting group discriminations within a score function, while minimizing the individual error. Each group is described by a probability density function…
cs.AI2017★ 18 cited
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning
El Mahdi El Mhamdi, Rachid Guerraoui, Hadrien Hendrikx +1
In reinforcement learning, agents learn by performing actions and observing their outcomes. Sometimes, it is desirable for a human operator to \textit{interrupt} an agent in order…