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Hangyu Mao

DMQR-RAG: Diverse Multi-Query Rewriting for RAG

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Nov 20, 2024
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SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks

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Nov 19, 2024
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Mimicking Human Intuition: Cognitive Belief-Driven Q-Learning

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Oct 02, 2024
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QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning

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Aug 20, 2024
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Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning

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Aug 18, 2024
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GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents

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Jul 15, 2024
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CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control

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May 27, 2024
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SQL-to-Schema Enhances Schema Linking in Text-to-SQL

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May 15, 2024
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X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner

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Apr 18, 2024
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PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency

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Mar 18, 2024
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