1 citations · 3 across the 15 of their papers we have counts for
4 papers · 1 filter
DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning
Canzhe Zhao, Yanjie Ze, Jing Dong +2
Communication lays the foundation for cooperation in human society and in multi-agent reinforcement learning (MARL). Humans also desire to maintain their privacy when communicating…
Taming the Exponential Action Set: Sublinear Regret and Fast Convergence to Nash Equilibrium in Online Congestion Games
Jing Dong, Jingyu Wu, Siwei Wang +2
The congestion game is a powerful model that encompasses a range of engineering systems such as traffic networks and resource allocation. It describes the behavior of a group of ag…
A Batch-to-Online Transformation under Random-Order Model
Jing Dong, Yuichi Yoshida
We introduce a transformation framework that can be utilized to develop online algorithms with low -approximate regret in the random-order model from offline approximation algor…
Online Control with Adversarial Disturbance for Continuous-time Linear Systems
Jingwei Li, Jing Dong, Can Chang +2
We study online control for continuous-time linear systems with finite sampling rates, where the objective is to design an online procedure that learns under non-stochastic noise a…