Search Results for author: Xue Yan

Found 4 papers, 2 papers with code

Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach

1 code implementation19 Dec 2023 Weiyu Ma, Qirui Mi, Xue Yan, Yuqiao Wu, Runji Lin, Haifeng Zhang, Jun Wang

StarCraft II is a challenging benchmark for AI agents due to the necessity of both precise micro level operations and strategic macro awareness.

Language Modelling Large Language Model +2

Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models

no code implementations27 Oct 2023 Xue Yan, Yan Song, Xinyu Cui, Filippos Christianos, Haifeng Zhang, David Henry Mguni, Jun Wang

To that purpose, we offer a new leader-follower bilevel framework that is capable of learning to ask relevant questions (prompts) and subsequently undertaking reasoning to guide the learning of actions.

Decision Making

Learning to Identify Top Elo Ratings: A Dueling Bandits Approach

1 code implementation12 Jan 2022 Xue Yan, Yali Du, Binxin Ru, Jun Wang, Haifeng Zhang, Xu Chen

The Elo rating system is widely adopted to evaluate the skills of (chess) game and sports players.

Scheduling

An Iterative Graph Spectral Subtraction Method for Speech Enhancement

no code implementations15 Jun 2020 Xue Yan, Zhen Yang, Tingting Wang, Haiyan Guo

In this paper, we investigate the application of graph signal processing (GSP) theory in speech enhancement.

Speech Enhancement

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