Search Results for author: Yanze Wang

Found 2 papers, 1 papers with code

Reinforcement Learning With Reward Machines in Stochastic Games

no code implementations27 May 2023 Jueming Hu, Jean-Raphael Gaglione, Yanze Wang, Zhe Xu, Ufuk Topcu, Yongming Liu

We develop an algorithm called Q-learning with reward machines for stochastic games (QRM-SG), to learn the best-response strategy at Nash equilibrium for each agent.

Multi-agent Reinforcement Learning Q-Learning +1

Balanced Graph Structure Learning for Multivariate Time Series Forecasting

1 code implementation24 Jan 2022 Weijun Chen, Yanze Wang, Chengshuo Du, Zhenglong Jia, Feng Liu, Ran Chen

However, current models do not incorporate the trade-off between efficiency and flexibility and lack the guidance of domain knowledge in the design of graph structure learning algorithms.

Graph Generation Graph Learning +3

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