Search Results for author: Jignesh Modi

Found 3 papers, 1 papers with code

Illuminating Mario Scenes in the Latent Space of a Generative Adversarial Network

1 code implementation11 Jul 2020 Matthew C. Fontaine, Ruilin Liu, Ahmed Khalifa, Jignesh Modi, Julian Togelius, Amy K. Hoover, Stefanos Nikolaidis

Generative adversarial networks (GANs) are quickly becoming a ubiquitous approach to procedurally generating video game levels.

Fair Contextual Multi-Armed Bandits: Theory and Experiments

no code implementations13 Dec 2019 Yifang Chen, Alex Cuellar, Haipeng Luo, Jignesh Modi, Heramb Nemlekar, Stefanos Nikolaidis

We introduce a Multi-Armed Bandit algorithm with fairness constraints, where fairness is defined as a minimum rate that a task or a resource is assigned to a user.

Decision Making Fairness +1

Multi-Armed Bandits with Fairness Constraints for Distributing Resources to Human Teammates

no code implementations30 Jun 2019 Houston Claure, Yifang Chen, Jignesh Modi, Malte Jung, Stefanos Nikolaidis

How should a robot that collaborates with multiple people decide upon the distribution of resources (e. g. social attention, or parts needed for an assembly)?

Fairness Multi-Armed Bandits

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