Siqi Chen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 14

Top Topics

Evolutionary Game

Reinforcement Learning

Automated Negotiation

Top Venues

Publications

Siqi Chen, Ivan Semenov, Fengyun Zhang, Yang Yang, Jie Geng, Xuequan Feng, Qinghua Meng, Kaiyou Lei
An effective framework for predicting drug-drug interactions based on molecular substructures and knowledge graph neural network. Comput. Biol. Medicine 169 (2024)
Siqi Chen, Tianpei Yang, Heng You, Jianing Zhao, Jianye Hao, Gerhard Weiss
Transfer Reinforcement Learning Based Negotiating Agent Framework. PAKDD (2) (2023)
Xiaoyang Gao, Siqi Chen, Yan Zheng, Jianye Hao
A deep reinforcement learning-based agent for negotiation with multiple communication channels. ICTAI (2021)
Leling Wu, Siqi Chen, Xiaoyang Gao, Yan Zheng, Jianye Hao
Detecting and Learning Against Unknown Opponents for Automated Negotiations. PRICAI (3) (2021)
Xianglei Zhu, Bofeng Fu, Yaodong Yang, Yu Ma, Jianye Hao, Siqi Chen, Shuang Liu, Tiegang Li, Sen Liu, Weiming Guo, Zhenyu Liao
Attention-based recurrent neural network for influenza epidemic prediction. BMC Bioinform. (18) (2019)
Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue, Zhiyong Feng
SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes. Auton. Agents Multi Agent Syst. 33 (4) (2019)
Siqi Chen, Yonghao Cui, Cong Shang, Jianye Hao, Gerhard Weiss
ONECG: Online Negotiation Environment for Coalitional Games. AAMAS (2019)
Lichun Yuan, Siqi Chen, Zili Zhang
A Novel Strategy for Complex Human-Agent Negotiation. ChineseCSCW (2018)
Bofeng Fu, Yaodong Yang, Yu Ma, Jianye Hao, Siqi Chen, Shuang Liu, Tiegang Li, Zhenyu Liao, Xianglei Zhu
Attention-Based Recurrent Multi-Channel Neural Network for Influenza Epidemic Prediction. BIBM (2018)
Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Zhiyong Feng
SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. AAMAS (2018)
Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue
SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes. CoRR (2018)
Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Zhiyong Feng, Wanli Xue, Rong Chen
SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. CoRR (2018)
Xiaohong Li, Chengwei Zhang, Jianye Hao, Karl Tuyls, Siqi Chen, Zhiyong Feng
Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes. ECAI (2016)
Siqi Chen, Gerhard Weiss, Shuang Zhou
Solving Negotiation Problems Against Unknown Opponents with Wisdom of Crowds. KI (2016)
Siqi Chen, Jianye Hao, Gerhard Weiss, Shuang Zhou, Zili Zhang
Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations. ICTAI (2015)
Siqi Chen, Gerhard Weiss
An approach to complex agent-based negotiations via effectively modeling unknown opponents. Expert Syst. Appl. 42 (5) (2015)
Shuang Zhou, Gijs Schoenmakers, Evgueni N. Smirnov, Ralf Peeters, Kurt Driessens, Siqi Chen
Largest Source Subset Selection for Instance Transfer. ACML (2015)
Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
Transfer for Automated Negotiation. Künstliche Intell. 28 (1) (2014)
Siqi Chen, Gerhard Weiss
An Intelligent Agent for Bilateral Negotiation with Unknown Opponents in Continuous-Time Domains. ACM Trans. Auton. Adapt. Syst. 9 (3) (2014)
Siqi Chen, Shuang Zhou, Gerhard Weiss, Karl Tuyls
Using Transfer Learning to Model Unknown Opponents in Automated Negotiations. ANAC@AAMAS (2014)
Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung
Spatial evolutionary game-theoretic perspective on agent-based complex negotiations. ECAI (2014)
Haitham Bou-Ammar, Siqi Chen, Karl Tuyls, Gerhard Weiss
Automated Transfer for Reinforcement Learning Tasks. Künstliche Intell. 28 (1) (2014)
Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung
Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory. KI (2014)
Jianye Hao, Siqi Chen, Gerhard Weiss, Ho-fung Leung, Karl Tuyls
Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games. MATES (2014)
Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains. IJCAI (2013)
Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
Optimizing complex automated negotiation using sparse pseudo-input gaussian processes. AAMAS (2013)
Siqi Chen, Gerhard Weiss
An efficient automated negotiation strategy for complex environments. Eng. Appl. Artif. Intell. 26 (10) (2013)
Siqi Chen, Gerhard Weiss
A Novel Strategy for Efficient Negotiation in Complex Environments. MATES (2012)
Siqi Chen, Gerhard Weiss
An Efficient and Adaptive Approach to Negotiation in Complex Environments. ECAI (2012)