41 citations · 189 across the 39 of their papers we have counts for
4 papers · 1 filter
POND: Pessimistic-Optimistic oNline Dispatching
Xin Liu, Bin Li, Pengyi Shi +1
This paper considers constrained online dispatching with unknown arrival, reward and constraint distributions. We propose a novel online dispatching algorithm, named POND, standing…
FORK: A Forward-Looking Actor For Model-Free Reinforcement Learning
Honghao Wei, Lei Ying
In this paper, we propose a new type of Actor, named forward-looking Actor or FORK for short, for Actor-Critic algorithms. FORK can be easily integrated into a model-free Actor-Cri…
The Mean-Squared Error of Double Q-Learning
Wentao Weng, Harsh Gupta, Niao He +2
In this paper, we establish a theoretical comparison between the asymptotic mean-squared error of Double Q-learning and Q-learning. Our result builds upon an analysis for linear st…
Steady-State Analysis of Load Balancing with Coxian- Distributed Service Times
Xin Liu, Kang Gong, Lei Ying
This paper studies load balancing for many-server ( servers) systems. Each server has a buffer of size and can have at most one job in service and jobs in the buffe…