BGC: Multi-Agent Group Belief with Graph Clustering (DAI 2021)

Authors: Tianze Zhou, Fubiao Zhang, Pan Tang, and Chenfei Wang

Incomplete Distributed Constraint Optimization Problems: Model, Algorithms, and Heuristics (DAI 2021)

Authors: Atena M. Tabakhi, William Yeoh, and Roie Zivan

Signal Instructed Coordination in Cooperative Multi-Agent Reinforcement Learning (DAI 2021)

Authors: Liheng Chen, Hongyi Guo, Yali Du, Fei Fang, Haifeng Zhang, Weinan Zhang, and Yong Yu

Securities Based Decision Markets (DAI 2021)

Authors: Wenlong Wang and Thomas Pfeiffer

Behavioral Stable Marriage Problems (DAI 2021)

Authors: Andrea Martin, Kristen Brent Venable, and Nicholas Mattei

Diffusion Auction Design (AIJ)

Authors: Bin Li, Dong Hao, Hui Gao and Dengji Zhao

Coupon Design in Advertising Systems (AAAI 2021)

Authors: Weiran Shen, Pingzhong Tang, Xun Wang, Yadong Xu, Xiwang Yang

Combining M-MCTS and Deep Reinforcement Learning for General Game Playing (DAI 2021)

Authors: Sili Liang, Guifei Jiang, and Yuzhi Zhang

Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning (DAI 2021)

Authors: Tong Sang, Hongyao Tang, Jianye Hao, Yan Zheng, and Zhaopeng Meng

Regularized Softmax Deep Multi-Agent Q-Learning (NeurIPS 2021)

Authors: Ling Pan, Tabish Rashid, Bei Peng, Longbo Huang and Shimon Whiteson

Structured Diversification Emergence via Reinforced Organization Control and Hierachical Consensus Learning (AAMAS 2021)

Authors: Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Yun Hua and Hongyuan Zha

A Budget-Limited Mechanism for Category-Aware Crowdsourcing of Multiple-Choice Tasks (AIJ)

Authors: Yuan Luo and Nicholas R. Jennings

Semi-Supervised Learning with Multi-Head Co-Training (AAAI 2022)

Authors: Mingcai Chen, Yuntao Du , Yi zhang, Shuwei Qian, and Chongjun Wang

A Multi-Unit Profit Competitive Mechanism for Cellular Traffic Offloading (AAAI 2020)

Authors: Jun Wu, Yu Qiao, Lei Zhang, Chongjun Wang and Meilin Liu

A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems (NeurIPS 2021)

Authors: Yi Ma, Xiaotian Hao, Jianye Hao, Jiawen Lu, Xing Liu, Tong Xialiang, Mingxuan Yuan, Zhigang Li, Jie Tang and Zhaopeng Meng

FUN-Agent: a HUMAINE Competitor (DAI 2021)

Authors: Robert Geraghty, James Hale, and Sandip Sen

Multi-Agent Incentive Communication via Decentralized Teammate Modeling (AAAI 2022)

Authors: Lei Yuan, Jianhao Wang, Fuxiang Zhang, Chenghe Wang, Zongzhang Zhang, Yang Yu and Chongjie Zhang

Data-Driven Many-Objective Crowd Worker Selection for Mobile Crowdsourcing in Industrial IoT (IEEE TII)

Authors: Zhuoran Lu, Yingjie Wang*, Xiangrong Tong, Chunxiao Mu, Yu Chen and Yingshu Li

The Power of Signaling and its Intrinsic Connection to the Price of Anarchy (DAI 2021)

Authors: Jamie Nachbar and Haifeng Xu

Budget-feasible Mechanisms for Representing Groups of Agents Proportionally (IJCAI 2021)

Authors: Xiang Liu, Hau Chan, Minming Li and Weiwei Wu

Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts (IJCAI 2021)

Authors: Weinan Zhang, Xihuai Wang, Jian Shen, Ming Zhou

Cross-Modal Domain Adaptation for Cost-efficient Visual Reinforcement Learning (NeurIPS 2021)

Authors: Xiong-Hui Chen, Shengyi Jiang, Feng Xu, Zongzhang Zhang and Yang Yu

LoFGAN: Fusing Local Representations for Few-shot Image Generation (ICCV 2021)

Authors: Zheng Gu, Wenbin Li, Jing Huo, Lei Wang and Yang Gao

Asymmetric Distribution Measure for Few-shot Learning (IJCAI 2020)

Authors: Wenbin Li, Lei Wang, Jing Huo1, Yinghuan Shi, Yang Gao and Jiebo Luo

SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition (DAI 2021)

Authors: Hangyu Mao, Chao Wang, Xiaotian Hao, Yihuan Mao, Yiming Lu, Chengjie Wu, Jianye Hao, Dong Li, and Pingzhong Tang

Safe Distributional Reinforcement Learning (DAI 2021)

Authors: Jianyi Zhang and Paul Weng

MARL for Traffic Signal Control in Scenarios with Different Intersection Importance (DAI 2021)

Authors: Liguang Luan, Yu Tian, Wanqing Fang, Chengwei Zhang, Wanli Xue, Rong Chen, and Chen Sang

A Two-Step Method for Dynamics of Abstract Argumentation (DAI 2021)

Authors: Xiaoxin Jing, Xudong Luo

Offline Imitation Learning With a Misspecified Simulator (NeurIPS 2020)

Authors: Shengyi Jiang, Jingcheng Pang and Yang Yu

Adapting Environment Sudden Changes by Learning Context Sensitive Policy (AAAI 2022)

Authors: Fan-Ming Luo, Shengyi Jiang, Yang Yu, Zongzhang Zhang and Yi-Feng Zhang

The Positive Effect of User Faults over Agent Perception in Collaborative Settings and its Use in Agent Design (DAI 2021)

Authors: Reut Asraf, Chen Rozenshtein and David Sarne

A Description of the Jadescript Type System (DAI 2021)

Authors: Giuseppe Petrosino, Eleonora Iotti, Stefania Monica, Federico Bergenti

What About Inputing Policy in Value Function: Policy Representation and Policy-extended Value Function Approximator (AAAI 2022)

Authors: Hongyao Tang, Zhaopeng Meng, Jianye Hao, Chen Chen, Daniel Graves, Dong Li, Changmin Yu, Hangyu Mao, Wulong Liu, Yaodong Yang, Wenyuan Tao and Li Wang

Billion-Scale Federated Learning on Mobile Clients: A Submodel Design with Tunable Privacy (MobiCom 2020)

Authors: Chaoyue Niu, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv, Zhihua Wu, and Guihai Chen

Online Collective Multiagent Planning by Offline Policy Reuse with Applications to City-Scale Mobility-on-Demand Systems (AAMAS 2022)

Authors: Wanyuan Wang, Gerong Wu, Weiwei Wu, Yichuan Jiang and Bo An

On the Complexity of Sequential Posted Pricing (AAMAS 2020)

Authors: Tao Xiao, Zhengyang Liu, Wenhan Huang

Incentives to Invite Others to Form Larger Coalition (AAMAS 2022)

Authors: Yao Zhang, Dengji Zhao

Incentive Compatible Mechanism for Influential Agent Selection (SAGT 2021)

Authors: Xiuzhen Zhang, Yao Zhang and Dengji Zhao

Sponsor Talk by Huawei Noah's Ark lab

Speaker: Dong Li

Sponsor Talk by Parametrix.ai

Speaker: Xiaolong Zhu