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Hangyu Mao

Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning
2020 · Hangyu Mao, Wulong Liu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 83
Learning Agent Communication under Limited Bandwidth by Message Pruning
2020 · Hangyu Mao, Zhengchao Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 83
Modelling the Dynamic Joint Policy of Teammates with Attention Multi-agent DDPG
2019 · Hangyu Mao, Zhengchao Zhang, et al. · Adaptive Agents and Multi-Agents Systems · 77
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Learning multi-agent communication with double attentional deep reinforcement learning
2020 · Hangyu Mao, Zhengchao Zhang, et al. · Autonomous Agents and Multi-Agent Systems · 44
A General Scenario-Agnostic Reinforcement Learning for Traffic Signal Control
2024 · Haoyuan Jiang, Ziyue Li, et al. · IEEE Transactions on Intelligent Transportation Systems · 40
ACCNet: Actor-Coordinator-Critic Net for "Learning-to-Communicate" with Deep Multi-agent Reinforcement Learning
2017 · Mao, Hangyu, Gong, Zhibo, et al. · arXiv (Cornell University) · 37
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CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
2024 · Jingqing Ruan, Ziyue Li, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 23
Structural relational inference actor-critic for multi-agent reinforcement learning
2021 · Xianjie Zhang, Yu Liu, et al. · Neurocomputing · 22
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An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning
2020 · Yang, Tianpei, Wang, Weixun, et al. · arXiv (Cornell University) · 21
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Reward Design in Cooperative Multi-agent Reinforcement Learning for Packet Routing
2020 · Mao, Hangyu, Gong, Zhibo, et al. · arXiv (Cornell University) · 19
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SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
2025 · Yibin Chen, Yifu Yuan, et al. · International World Wide Web Conference (WWW) · 17
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TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems
2024 · Yilun Kong, Jingqing Ruan, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 17
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A Dual-Agent Scheduler for Distributed Deep Learning Jobs on Public Cloud via Reinforcement Learning
2023 · Mingzhe Xing, Hangyu Mao, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 15
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X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner
2024 · Haoyuan Jiang, Ziyue Li, et al. · International Joint Conference on Artificial Intelligence · 14
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SQL-to-Schema Enhances Schema Linking in Text-to-SQL
2024 · Sun Yang, Qiong Su, et al. · Lecture notes in computer science · 14
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Common belief multi-agent reinforcement learning based on variational recurrent models
2022 · Xianjie Zhang, Yu Liu, et al. · Neurocomputing · 13
Learning Multi-agent Communication under Limited-bandwidth Restriction for Internet Packet Routing
2019 · Mao, Hangyu, Gong, Zhibo, et al. · arXiv (Cornell University) · 13
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WToE: Learning When to Explore in Multiagent Reinforcement Learning
2023 · Shaokang Dong, Hangyu Mao, et al. · IEEE Transactions on Cybernetics · 12
Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning
2022 · Mingzhe Xing, Hangyu Mao, et al. · International Joint Conference on Artificial Intelligence · 12
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SEIHAI: A Sample-Efficient Hierarchical AI for the MineRL Competition
2022 · Hangyu Mao, Chao Wang, et al. · Lecture notes in computer science · 12
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Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment
2021 · Zhou, Tianze, Zhang, Fubiao, et al. · arXiv (Cornell University) · 12
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TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage
2023 · Ruan, Jingqing, Chen, Yihong, et al. · arXiv (Cornell University) · 11
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PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-Consistency
2026 · Zhishuai Li, Xiang Wang, et al. · Lecture notes in computer science · 10
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What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator
2022 · Hongyao Tang, Zhaopeng Meng, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 10
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Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification
2022 · Jinpeng Li, Guangyong Chen, et al. · Lecture notes in computer science · 10
Works count: 69
Citation count: 744
H-index: 14
I10-index: 25
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