30 citations · 74 across the 13 of their papers we have counts for
3 papers · 1 filter
Differentiable Quality Diversity
Matthew C. Fontaine, Stefanos Nikolaidis
Quality diversity (QD) is a growing branch of stochastic optimization research that studies the problem of generating an archive of solutions that maximize a given objective functi…
Video Game Level Repair via Mixed Integer Linear Programming
Hejia Zhang, Matthew C. Fontaine, Amy K. Hoover +3
Recent advancements in procedural content generation via machine learning enable the generation of video-game levels that are aesthetically similar to human-authored examples. Howe…
Multi-Armed Bandits with Fairness Constraints for Distributing Resources to Human Teammates
Houston Claure, Yifang Chen, Jignesh Modi +2
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)? People are uniquely at…