184 citations · 192 across the 4 of their papers we have counts for
4 papers
Ordering-Based Causal Discovery with Reinforcement Learning
Xiaoqiang Wang, Yali Du, Shengyu Zhu +4
It is a long-standing question to discover causal relations among a set of variables in many empirical sciences. Recently, Reinforcement Learning (RL) has achieved promising result…
Large-Scale Traffic Signal Control Using a Novel Multi-Agent Reinforcement Learning
Xiaoqiang Wang, Liangjun Ke, Zhimin Qiao +1
Finding the optimal signal timing strategy is a difficult task for the problem of large-scale traffic signal control (TSC). Multi-Agent Reinforcement Learning (MARL) is a promising…
Optimal Energy-Delay in Energy Harvesting Wireless Sensor Networks with Interference Channel
Dongbin Jiao, Liangjun Ke, Shengbo Liu +1
In this work, we investigate the capacity allocation problem in the energy harvesting wireless sensor networks (WSNs) with interference channel. For the fixed topologies of data an…
Two-stage robust optimization for orienteering problem with stochastic weights
Ke Shang, Felix T. S. Chan, Stephen Karungaru +3
In this paper, the two-stage orienteering problem with stochastic weights (OPSW) is considered, where the first-stage problem is to plan a path under the uncertain environment and…