Simulation optimization in the new era of AI

Y Peng, CH Chen, MC Fu - … the Frontiers of OR/MS: From …, 2023 - pubsonline.informs.org
We review simulation optimization methods and discuss how these methods underpin
modern artificial intelligence (AI) techniques. In particular, we focus on three areas …

An Efficient Node Selection Policy for Monte Carlo Tree Search with Neural Networks

X Liu, Y Peng, G Zhang, R Zhou - INFORMS Journal on …, 2024 - pubsonline.informs.org
Monte Carlo tree search (MCTS) has been gaining increasing popularity, and the success of
AlphaGo has prompted a new trend of incorporating a value network and a policy network …

AP-assisted adaptive video streaming in wireless networks with high-density clients

W Wu, J Yuan, S Ma, M Yang - Computer Communications, 2024 - Elsevier
Adaptive video streaming over wireless networks has experienced tremendous growth in
past few years. In order to guarantee users' quality of experience (QoE), adaptive bitrate …

[PDF][PDF] An efficient node selection policy for value network based Monte Carlo tree search

X Liu, Y Peng, G Zhang, R Zhou - Preprint, submitted May, 2023 - researchgate.net
Monte Carlo Tree Search (MCTS) is recently gaining increasing popularity for its
effectiveness in solving large-scale decision problems with controllable computation costs …