Learn to Earn: Enabling Coordination within a Ride Hailing Fleet

no code implementations • 19 Jun 2020 • Harshal A. Chaudhari, John W. Byers, Evimaria Terzi

In contrast, computer scientists primarily view it as a demand prediction problem with the goal of preemptively repositioning supply to such neighborhoods using black box coordinated multi agent deep reinforcement learning based approaches.

reinforcement-learning Reinforcement Learning (RL)

TwitterMancer: Predicting Interactions on Twitter Accurately

no code implementations • 25 Apr 2019 • Konstantinos Sotiropoulos, John W. Byers, Polyvios Pratikakis, Charalampos E. Tsourakakis

This paper investigates the interplay between different types of user interactions on Twitter, with respect to predicting missing or unseen interactions.

Graph Mining