Paper Presentation Program

Monday Oct 14
Session/Time Paper Author Session Name
1A
Monday,
Oct 14
10:30-11:30 
Generative Adversarial Exploration for Reinforcement Learning Weijun Hong, Menghui Zhu, Minghuan Liu, Weinan Zhang, Ming Zhou, Yong Yu, Peng Sun Reinforcement learning 1
(Room 307)
Session chair:
Dengji Zhao
An Efficient Reinforcement Learning Algorithm for Learning Deterministic Policies in Continuous Domains Matthieu Zimmer, Paul Weng
An Optimal Online Method of Selecting Source Policies for Reinforcement Learning Siyuan Li, Chongjie Zhang
--Invited from AAAI'2018
1B
Monday,
Oct 14
10:30-11:30 
Mistakes in Games Sam Ganzfried Algorithmic Game Theory 1 (Room 311)
Session chair:
Bing Shi
Moral Hazard in Game of Miners Jingchang Sun, Yulong Zeng
Optimal Interdiction of Urban Criminals with the Aid of Real-time Information Youzhi Zhang, Qingyu Guo, Bo An, Long Tran-Thanh, Nicholas Jennings
--Invited from AAAI'2019
2A
Monday,
Oct 14
11:30-12:30 
SA-IGA: amultiagent reinforcement learning method towards socially optimal outcomes Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue, Zhiyong Feng
--Invited from JAAMAS'2019
Multiagent learning 1
 (Room 307)
Session chair:
Zongzhang Zhang
A Deep Bayesian Policy Reuse Approach Against Non-stationary Agents Yan Zheng, Zhaopeng Meng, Jianye Hao, Zhangzong Zhang, Tianpei Yang, Changjie Fan
--Invited from NeurIPS'2018
Towards Efficient Detection and Optimal Response against Sophosticated Opponents Tianpei Yang, Jianye Hao, Zhaopeng Meng, Chongjie Zhang, Yan Zheng, Ze Zheng
--Invited from IJCAI'2019
2B
Monday,
Oct 14
11:30-12:30 
Achieving Cooperation Through Deep Multiagent Reinforcement Learning in Sequential Prisoner’s Dilemmas Weixun Wang, Jianye Hao, Yixi Wang, Matthew E. Taylor Coordination and Cooperation 1 (Room 311)
Session chair:
Shuyue Hu
Learning Attentional Communication for Multi-Agent Cooperation Jiechuan Jiang and Zongqing Lu
Cooperation Enforcement and Collusion Resistance in Repeated Public Goods Games Kai Li, Dong Hao
--Invited from AAAI'2019
3A
Monday,
Oct 14
15:30-16:30 
Budget-feasible Procurement Mechanisms in Two-sided Markets Weiwei Wu, Xiang Liu, Minming Li
-Invited from IJCAI'2018
Markets and Economic Paradigms 1 (Room 307)
Session chair:
Weiwei Wu
Information Disclosure and Partner Management in Affiliate Marketing Sharadhi Alape Suryanarayana, David Sarne, Sarit Kraus
Selling Multiple Items via Social Networks Dengji Zhao
-Invited from AAMAS'2018
3B
Monday,
Oct 14
15:30-16:30 
Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces Haotian Fu, Hongyao Tang, Jianye Hao, Zihan Lei, Yingfeng Chen, Changjie Fan
--Invited from IJCAI'2019
Multiagent learning 2
 (Room 311)
Session chair:
Hankui Zhuo
Modelling the Dynamic Joint Policy of Teammates with Attention Multi-agent DDPG Hangyu Mao, Zhengchao Zhang, Zhen Xiao and Zhibo Gong
--Invited from AAMAS'2018
Mean Field Multi-Agent Reinforcement Learning Yaodong Yang, Rui Luo, Minne Li, Ming Zhou, Weinan Zhang, Jun Wang
--Invited from ICML'2018
4A
Monday,
Oct 14
16:30-17:30 
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer Fuli Luo , Peng Li , Jie Zhou , Pengcheng Yang , Baobao Chang , Zhifang Sui , Xu Sun
--Invited from IJCAI'2019
Natural Language Processing 1 (Room 307)
Session chair:
Paul Weng
A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation Siyuan Wang, Zhongyu Wei, Zhihao Fan, Yang Liu, Xuanjing Huang
--Invited from AAAI'2019
Bridging by Word: Image-Grounded Vocabulary Construction for Visual Captioning Zhihao Fan , Zhongyu Wei , Siyuan Wang, Xuanjing Huang
--Invited from ACL'2019
4B
Monday,
Oct 14
16:30-17:30 
Asynchronous Classification-Based Optimization Yu-Ren Liu, Yi-Qi Hu, Hong Qian, Yang Yu Optimization 1 (Room 311)
Session chair:
Weinan Zhang
PT-ISABB A Hybrid Tree-based Complete Algorithm to Solve Asymmetric Distributed Constraint Optimization Problems Yanchen Deng,Ziyu Chen*,Dingding Chen,Xingqiong Jiang,Qiang Li
--Invited from AAMAS'2019
Cascaded Algorithm-selection and Hyper-parameter Optimization with Extreme-region Upper Confidence Bound Bandit Yi-Qi Hu, Yang Yu and Jun-Da Liao
--Invited from IJCAI'2019
Tuesday Oct 15
Session/Time Paper Author Session Name
5A
Tuesday,
 Oct 15
10:30-11:30 
Playing FPS Games With Environment-Aware Hierarchical Reinforcement Learning Shihong Song, Jiayi Weng, Hang Su, Dong Yan, Haosheng Zou, Jun Zhu
--Invited from IJCAI'2019
Reinforcement learning 2
 (Room 307)
Session chair:
Tianpei Yang
Context-Aware Policy Reuse Siyuan Li, Fangda Gu, Guangxiang Zhu, Chongjie Zhang
--Invited from AAMAS'2019
StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization Xiangteng He, Yuxin Peng and Junjie Zhao
--Invited from IJCAI'2018
5B
Tuesday,
 Oct 15
10:30-11:30 
A Distributed Solver for Multi-Agent Path Finding Problems Poom Pianpak, Tran Cao Son, Zachary O. Toups, William Yeoh Scheduling and Planning 1 (Room 311)
Session chair:
Chao Yu
Stochastic Multi-Agent Planning with Partial State Models Feng Wu
Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning Wenzhen Huang, Junge Zhang, Kaiqi Huang
--Invited from AAAI'2019
6A
Tuesday,
 Oct 15
11:30-12:30 
Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation Wenjie Shang, Yang Yu, Qingyang Li, Zhiwei Qin, Yiping Meng and Jieping Ye
--Invited from KDD'2019
Reinforcement Learning and Applications 1 (Room 307)
Session chair:
Feng Wu
A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems Ling Pan, Qingpeng Cai, Zhixuan Fang, Pingzhong Tang, Longbo Huang
--Invited from AAAI'2019
Dynamic Electronic Toll Collection via Multi-agent Deep Reinforcement Learning with Edge-based Graph Convolutional Network Representation Wei Qiu, Haipeng Chen, Bo An
--Invited from IJCAI'2019
6B
Tuesday,
 15th Oct
11:30-12:30 
Double Auction Design on Networks Junping Xu, Xin He, Dengji Zhao Auctions And Mechanism Design 1
(Room 311)
Session chair:
Lei Zhang
Approval Voting with Costly Information.  Michael Gershtein, David Sarne and Yonatan Aumann
Rediscovery of Myerson's Auction via Primal-Dual Analysis Song Zuo
7A
Tuesday,
 Oct 15
14:00-15:30 
Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns Yong Liu, Yujing Hu , Yang Gao , Yingfeng Chen, Changjie Fan
--Invited from IJCAI'2019
Multiagent learning 3
(Room 307)
Session chair:
Song Zuo
Modelling the Dynamics of Multiagent Q-Learning in Repeated Symmetric Games: a Mean Field Theoretic Approach Shuyue Hu, Chin-wing Leung and Ho-fung Leung
--Invited from NeurIPS'2019
A Regularized Opponent Model with Maximum Entropy Objective Zheng Tian, Ying Wen, Zhichen Gong, Faiz Punakkath, Shihao Zou, Jun Wang
--Invited from IJCAI'2019
7B
Tuesday,
 Oct 15
14:00-15:30 
Coordinated Multiagent Reinforcement Learning for Teams of Mobile Sensing Robots. Chao Yu, Xin Wang, Zhanbo Feng
--Invited from AAMAS'2019
Coordination and Cooperation 2 (Room 311)
Session chair:
Dong Hao
Multi-unit Budget Feasible Mechanisms for Cellular Traffic Offloading Jun Wu, Yuan Zhang, Yu Qiao, Lei Zhang, Chongjun Wang, and Junyuan Xie
--Invited from AAMAS'2019
Independent Generative Adversarial Self-Imitation Learning in Cooperative Multiagent Systems Xiaotian Hao, Weixun Wang, Yaodong Yang, Jianye Hao
--Invited from AAMAS'2019
8A
Tuesday,
 Oct 15
15:30-16:30 
Fully Parameterized Quantile Function for Distributional Reinforcement Learning Derek Yang, Li Zhao, Zichuan Lin, Jiang Bian, Tao Qin, Tie-Yan Liu
--Invited from NeurIPS'2019
Reinforcement Learning 3 (Room 307)
Session chair:
Li Zhao
Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards Siyuan Li, Rui Wang, Minxue Tang, Chongjie Zhang
--Invited from NeurIPS'2019
Regret Minimization for Reinforcement Learning by Evaluating the Optimal Bias Function Zihan Zhang, Xiangyang Ji
--Invited from NeurIPS'2019
8B
Tuesday,
 Oct 15
15:30-16:30 
Factorized Q-Learning for Large-Scale Multi-Agent Systems Ming Zhou, Yong Chen, Ying Wen, Yaodong Yang, Yufeng Su, Weinan Zhang, Dell Zhang, Jun Wang Multiagent Learning 4 (Room 311)
Session chair:
Jianye Hao
Towards Faster Convention Emergence from Multilateral Coordination: A Gist Trace-based Multi-Agent Reinforcement Learning Approach Shuyue Hu, Chin-wing Leung, Ho-fung Leung and Jiamou Liu
--Invited from AAMAS'2019
Learning Adaptive Display Exposure for Real-Time Advertising Weixun Wang, Junqi Jin, Jianye Hao, Chunjie Chen, Chuan Yu, Weinan Zhang, Jun Wang, Xiaotian Hao, Yixi Wang, Han Li, Jian Xu and Kun Gai
--Invited from CIKM'2019