153 citations · 816 across the 54 of their papers we have counts for
3 papers · 1 filter
Learning to Mitigate AI Collusion on Economic Platforms
Gianluca Brero, Nicolas Lepore, Eric Mibuari +1
Algorithmic pricing on online e-commerce platforms raises the concern of tacit collusion, where reinforcement learning algorithms learn to set collusive prices in a decentralized m…
Ridesharing with Driver Location Preferences
Duncan Rheingans-Yoo, Scott Duke Kominers, Hongyao Ma +1
We study revenue-optimal pricing and driver compensation in ridesharing platforms when drivers have heterogeneous preferences over locations. If a platform ignores drivers' locatio…
Random Utility Theory for Social Choice
Hossein Azari Soufiani, David C. Parkes, Lirong Xia
Random utility theory models an agent's preferences on alternatives by drawing a real-valued score on each alternative (typically independently) from a parameterized distribution,…