7 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.AI2020★ 7 cited
SOAC: The Soft Option Actor-Critic Architecture
Chenghao Li, Xiaoteng Ma, Chongjie Zhang +3
The option framework has shown great promise by automatically extracting temporally-extended sub-tasks from a long-horizon task. Methods have been proposed for concurrently learnin…
math.OC2017
Mean-Variance Optimization of Discrete Time Discounted Markov Decision Processes
Li Xia
In this paper, we study a mean-variance optimization problem in an infinite horizon discrete time discounted Markov decision process (MDP). The objective is to minimize the varianc…
cs.PF2017★ 2 cited
Group-Server Queues
Quan-Lin Li, Jing-Yu Ma, Mingzhou Xie +1
By analyzing energy-efficient management of data centers, this paper proposes and develops a class of interesting {\it Group-Server Queues}, and establishes two representative grou…