11 citations · 39 across the 30 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.LG2020★ 2 cited
Blackwell Online Learning for Markov Decision Processes
Tao Li, Guanze Peng, Quanyan Zhu
This work provides a novel interpretation of Markov Decision Processes (MDP) from the online optimization viewpoint. In such an online optimization context, the policy of the MDP i…
eess.SY2020
Locally-Aware Constrained Games on Networks
Guanze Peng, Tao Li, Shutian Liu +2
Network games have been instrumental in understanding strategic behaviors over networks for applications such as critical infrastructure networks, social networks, and cyber-physic…
cs.GT2020★ 2 cited
Distributed Machine Learning with Strategic Network Design: A Game-Theoretic Perspective
Shutian Liu, Tao Li, Quanyan Zhu
This paper considers a game-theoretic framework for distributed machine learning problems over networks where the information acquisition at a node is modeled as a rational choice…