6 citations · 6 across the 1 of their papers we have counts for
3 papers
cs.LG2021★ 6 cited
A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes
Honghao Wei, Xin Liu, Lei Ying
This paper presents the first model-free, simulator-free reinforcement learning algorithm for Constrained Markov Decision Processes (CMDPs) with sublinear regret and zero constrain…
cs.LG2020
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…
cs.SI2019
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection
Honghao Wei, Xiaohan Kang, Weina Wang +1
This paper combines data-driven and model-driven methods for real-time misinformation detection. Our algorithm, named QuickStop, is an optimal stopping algorithm based on a probabi…