60 citations · 91 across the 4 of their papers we have counts for
4 papers
Driver Positioning and Incentive Budgeting with an Escrow Mechanism for Ridesharing Platforms
Hao Yi Ong, Daniel Freund, Davide Crapis
Drivers on the Lyft rideshare platform do not always know where the areas of supply shortage are in real time. This lack of information hurts both riders trying to find a ride and…
Value function approximation via low-rank models
Hao Yi Ong
We propose a novel value function approximation technique for Markov decision processes. We consider the problem of compactly representing the state-action value function using a l…
Distributed Deep Q-Learning
Hao Yi Ong, Kevin Chavez, Augustus Hong
We propose a distributed deep learning model to successfully learn control policies directly from high-dimensional sensory input using reinforcement learning. The model is based on…
Player Behavior and Optimal Team Composition for Online Multiplayer Games
Hao Yi Ong, Sunil Deolalikar, Mark Peng
We consider clustering player behavior and learning the optimal team composition for multiplayer online games. The goal is to determine a set of descriptive play style groupings an…