陈锶奇

发布时间:2016-04-28 来源:本站原创 作者:本站编辑   浏览次数:



姓名:陈锶奇 性别:
学历:博士 职称:副教授
部门:计算机科学系 电话:
邮件地址:siqichen@swu.edu.cn
研究方向:人工智能,多Agent系统
个人简介
西南大学计算机与信息科学学院,副教授、硕士研究生导师
Department of Knowledge Engineering, Maastricht University, 博士后
Maastricht University, 人工智能专业, 博士、硕士
电子科技大学, 信息安全专业, 学士
教学情况
Multi-Agent Systems, Maastricht University, 2011-2014 Fall.
Computer Network Security, Southwest University, 2015-2016 Spring.
科研情况
Selective Publications:

S. Chen and G Weiss. An Approach to Complex Agent-based Negotiations via Effectively Modeling Unknown Opponents. Expert Systems with Applications, 42(5):2287–2304. April 2015. Elsevier. (JCR一区)

S. Chen and G. Weiss. An efficient automated negotiation strategy for complex environments. Engineering Applications of Artificial Intelligence, 26(10):2613 – 2623. November 2013. Elsevier. (JCR一区)

S. Chen and G. Weiss. An Intelligent Agent for Bilateral Negotiation with Unknown Opponents in Continuous-time Domains. ACM Transactions on Autonomous and Adaptive Systems, 9(3), 16:1-24. October 2014. ACM. (JCR二区,CCF推荐B类国际学术期刊)

S. Chen, H.B. Ammar, K. Tuyls and G. Weiss. Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains. Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI, pages 69–75). 2013. (CCF推荐A类国际学术会议).

S.Chen, J. Hao, G. Weiss, K. Tuyls and HF. Leung. Spatial evolutionary game-theoretic perspective on agent-based complex negotiations. In proceedings of the 21th European Conference on Artificial Intelligence (ECAI, pp.983-984). 2014. IOS Press. (CCF推荐B类国际学术会议).

S. Chen, H.B. Ammar, K. Tuyls and G. Weiss. Optimizing Complex Automated Negotiation using Sparse Pseudo-input Gaussian processes. Proceedings of the 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS, pages 707–714). 2013. (CCF推荐B类国际学术会议).

S. Chen and G. Weiss. An efficient and adaptive approach to negotiation in complex environments. Proceedings of the 20th European Conference on Artificial Intelligence (ECAI, pages 228-233). 2012. (CCF推荐B类国际学术会议).

Siqi Chen, Jianye Hao, Zhang Zili, Gerhard Weiss, and Shuang Zhou. Toward efficient agreements in real-time multilateral agent-based negotiations. In 27th IEEE International Conference on Tools with Artificial Intelligence, pages 896–903. IEEE Computer Society, 2015.
(CCF推荐C类国际学术会议).

Shuang Zhou, Gijs Schoenmakers, Evguen Smirnov, Siqi Chen, Kurt Driessens, Ralf Peeters. Largest Source-Subset Selection for Instance Transfer. ACML 2015.
(CCF推荐C类国际学术会议).

S. Chen, H. B. Ammar, K. Tuyls, and G. Weiss. Transfer for Automated Negotiation. Künstliche Intelligenz (German Journal on Artificial Intelligence), Vol. 28, Issue 1, 21-27, 2014. Springer.

S.Chen and G.Weiss. OMAC: A Discrete Wavelet Transformation based Negotiation Agent. Ivan Marsa-Maestre, Miguel A. Lopez-Carmona, Takayuki Ito, Minjie Zhang, Quan Bai, Katsuhide Fujita (Eds), Novel Insights in Agent-based Complex Automated Negotiation (Studies in Computational Intelligence, Vol. 535, pp. 187-196). 2014. Springer.

S.Chen, J. Hao, G. Weiss, K. Tuyls and HF. Leung. Evaluating practical automated negotiation based on spatial evolutionary game theory. In proceedings of the 37th German conference on Artificial Intelligence (KI 2014). Lecture Notes in Computer Science, Volume 8736, pp.147-158, 2014. Springer.

S. Chen, H.B. Ammar, K. Tuyls and G. Weiss. Automated negotiation based on sparse pseudo-input Gaussian processes. In Proceedings of the 25th Benelux Conference on Artificial Intelligence (BNAIC, pp.307-308), 2013.

S. Chen, H.B. Ammar, K. Driessens, K. Tuyls and G. Weiss. Automatic transfer between negotiation tasks. 13th International Workshop on Adaptive and Learning Agents (ALA in conjunction with AAMAS’2013). 2013.

S. Chen and G. Weiss. A novel strategy for efficient negotiation in complex environments. In I.J. Timm & C. Guttmann (Eds.), Multiagent System Technologies. 10th German Conference, MATES (pages 68-82). Lecture Notes in Computer Science, Vol. 7598. 2012. (Best Paper Award)

S. Chen, H.B. Ammar, K. Tuyls and G. Weiss. Transfer learning for bilateral multi-issue negotiation. Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC, pages 59-66), 2012.

S. Chen, Juan Wang. Entropy-based anomaly detection method for education network. Application Research of Computers, 27(4):1434-1436, 2010.

J. Hao, S.Chen, G. Weiss, HF. Leung and K. Tuyls. Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games. In Proceedings of the 12th German Conference on Multiagent System Technologies (MATES 2014), Lecture Notes in Computer Science, Volume 8732, pp.41-56, 2014. Springer. (Best Paper Award Nomination)

H. B. Ammar, S. Chen, K. Tuyls, and G. Weiss. Automated Transfer for Reinforcement Learning Tasks. Künstliche Intelligenz (German Journal on Artificial Intelligence), Vol. 28, Issue 1, 7-14, 2014. Springer.



国际学术刊物及会议审稿人:
期刊:
International journal of autonomous agents and multi-agent systems (JAAMAS)
Expert systems with applications (ESWA)
ACM Transactions on Autonomous and Adaptive Systems (ACM TAAS)
Journal of Zhejiang University Science C (Computers & Electronics)
软件学报

会议:
International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2012, 2013)
Benelux Conference on Artificial Intelligence (BNAIC 2013)
获奖情况
电子科技大人民学金奖一等
电子科技大学研究生奖学金一、二等
Maastricht University 硕士奖学金
Maastricht University 博士奖学金
备注
欢迎有意愿攻读硕士学位和到海外名校读博的同学报考我的研究生。
邮箱地址:siqichen@swu.edu.cn