郝東，男，電子科技大學計算機學院副教授，主要講授《離散數學》（雙語）、《離散數學》（留學生）和《互聯網+人工智能：導論》。他的研究領域位于人工智能與經濟學的交叉環節，包括理解人的學習、決策與交互的行為原理，并設計算法使計算機能像人一樣進行學習、決策和交互。他的研究內容包括算法博弈論、機制設計理論、拍賣與市場設計、社會與經濟網絡以及多智能體推理與規劃。郝東博士階段師從亞洲首位AAAI Fellow，Makoto Yokoo教授。他還出版了譯著《算法博弈論二十講》。
人物經歷
教育經歷
2010-2013，Kyushu University信息學專業，工學博士；
2007-2010, 電子科技大學 計算機軟件與理論專業，工學碩士；
2003-2007，電子科技大學 計算機科學與技術專業，工學學士
工作經歷
2012/7-2013/7，Kyushu University信息學專業，Research Assistant；
2013/8-2015/8，電子科技大學 計算機學院，講師；
2015/9至今，電子科技大學 計算機學院，副教授；
研究簡介
郝東教授的研究興趣為人工智能、計算經濟學、社會與經濟網絡。研究方向包括算法博弈論與機制設計、社會與經濟網絡分析、深度強化學習、不確定性下的最優決策。工作內容為以上領域的基礎理論及前沿問題研究，以及使用以上理論對現實大數據的分析。自2006年以來從事于算法博弈論、計算經濟學、市場機制設計以及增強學習等領域的研究；2010年獲得國家建設高水平大學公派博士研究生獎學金，至Kyushu University攻讀博士學位；2013年獲得Kyushu University信息學府優秀博士生獎；目前致力于博弈論與機制設計、強化學習、社會與經濟系統領域的若干前沿困難問題的工作。
研究成果
郝東副教授在Artificial Intelligence Journal、IEEE/ACM Transactions on Networking等期刊，以及AAAI、IJCAI、AAMAS等會議論文集中發表了40余篇論文。他擔任AAAI, IJCAI, ECAI, AAMAS等人工智能會議的（高級）程序委員會委員，同時也是Artificial Intelligence Journal、Journal of Autonomous Agents and Multi-Agent Systems、World Wide Web Journal、Games以及多個IEEE Transactions期刊的審稿人。他的研究成果涵蓋了多個領域，包括但不限于社會網絡中的拍賣設計、合作與報復行為的研究、以及在不確定性環境下的勒索策略研究。
教授課程
郝東副教授講授的課程包括碩士生/博士生課程《算法博弈論》、本科生挑戰性課程《高級離散數學》以及英才學院新生項目課程《機器學習初階實戰》。他因其卓越的教學成果獲得了電子科技大學校級個人榮譽“成電研究生教學優秀獎”和校級優秀班主任稱號。此外，他還獲得了研究生精品課程建設及配套教材建設項目支持。他的本科生課程《離散數學（雙語）》連續7年學生評教優秀/五星。郝東副教授還負責建設新生項目課程《探尋信息奧秘：機器學習初階實戰》。
研究項目
《動態博弈中的收益控制理論研究》 國家自然科學基金 主持 2017.01-2019.12
《噪聲下的重復博弈理論及單方控制策略研究》 中央高校業務費 主持 2015.01-2016.12
代表論文
Social Sourcing: Incorporating Social Networks Into Crowdsourcing Contest 設計 With Qi Shi. IEEE/ACM Transactions on Networking. ISSN: 1063-6692, 2023. Corresponding author.
Cooperation, Retaliation and Forgiveness in Revision Games. With Qi Shi, Jinyan Su and Bo An. arXiv:2112.02271. Corresponding author.
Diffusion Auction 設計 Artificial Intelligence, 103631. 2021. With Bin Li, Dengji Zhao and Hui Gao. Corresponding author.
Incentive Scoring Mechanism Design in Battle Royale Games. 5th International Conference on Algorithms, Computing and Systems. with Qi Shi and Shuai Mao.
Emerging Methods of Auction 設計 in Social Networks. In the Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-2021). with Yuhang Guo. Corresponding author.
Incentive Mechanism Design for ROI-constrained Auto-bidding. arXiv preprint arXiv:2012.02652. with Bin Li, Xiao Yang, Daren Sun, Zhi Ji, Zhen Jiang and Cong Han.
Incentive-Compatible Diffusion Auctions. Proceeding of the 29th International Joint Conference on Artificial Intelligence (IJCAI-2020). with Bin Li and Dengji Zhao. Corresponding author.
Diffusion and Auction on Graphs. In the Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-2019). with Bin Li, Dengji Zhao and Makoto Yokoo. Corresponding author.
Cooperation Enforcement and Collusion Resistance in Repeated Public Goods Games. In the Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-2019) . with Kai Li. Corresponding author.
Customer Sharing in Economic Networks with Costs. In the Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI-2018). with 陳澤彬 Li, Dengji Zhao and 岡本多緒 Zhou. Corresponding author.
Payoff Control in the Iterated Prisoner’s Dilemma. In the Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI-2018). with 金鐘仁 Li and Tao Zhou. Corresponding author.
Selling Multiple Items via Social Networks. In the Proceedings of the 17th International Conference on Autonomous Agents and Multiagent Systems. (AAMAS-2018). with Dengji Zhao, Bin Li, Junping Xu and Nick Jennings.
Link prediction via Linear Optimization. Physica A: Statistical Mechanics and its Applications. 2018. with Pech Ratha, Yan-Li Lee, Ye Yuan, and Tao Zhou.
Enhancing Subspace Clustering Based on Dynamic Prediction. Frontiers of Computer Science. 2018. with Pech Ratha, Hong Cheng and Tao Zhou.
Mechanism 設計 in Social Networks. In the Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-2017). with Bin Li, Dengji Zhao and Tao Zhou. Corresponding author.
Local Similarity and Community Paradigm: The Robust Methods toward Link Prediction. In the Proceedings of the IEEE 2nd International Conference on Big Data Analysis. 2017. with Pech Ratha.
Link Prediction via Matrix Completion. EPL. 2017. with Pech Ratha, Liming pan, Hong Cheng and Tao Zhou. Corresponding author.
Predicting Drug-Target Interactions via Sparse Learning. arXiv preprint arXiv:1706.01876. 2017. with Pech Ratha, Maryna Po and Tao Zhou. [Paper link]
Extortion under Uncertainty: Zero-Determinant Strategies in Noisy Repeated Games. with Z. Rong and T. Zhou: Physical Review E. 2015. Corresponding author.
Zero-Determinant Strategies in Iterated Public Goods Games. Scientific Reports. 2015. with Liming pan, Zhihai Rong and Tao Zhou.
Zero-Determinant Strategy: An Underway Revolution in Game Theory. Chinese Physics B. 2014. with Zhihai Rong and Tao Zhou.
Single Agent Optimal Pricing under Market Uncertainty by Using POMDP. International Joint Agent Workshop and Symposium. 2012. with atsushi Iwasaki, Makoto Yokoo, YongJoon Joe, Michihiro Kandori and Ichiro Obara.
A Repeated Game Approach for Analyzing the Collusion on Selective Forwarding in Multihop Wireless networks. Computer Communications. 2012. with Xiaojuan Liao, Avishek Adhikari and Makoto Yokoo.
A Differential Game Theoretic Model for Real-時間 Spectrum Pricing in Cognitive Radio Networks. IEEE 37th Conference on Local Computer Networks, 2012. with atsushi Iwasaki and Makoto Yokoo.
A Differential Game Approach to Mitigating Primary User Emulation Attacks in Cognitive Radio Networks. In 2012 IEEE 26th International Conference on Advanced Information Networking and Applications. 2012.
Mixed-Strategy Game Based Trust Management for Clustered Wireless Sensor Networks. In International Conference on Trusted Systems. 2011. with A. Adhikari and K. Sakurai.
參考資料 >
郝東.電子科技大學計算機科學與工程學院.2024-04-02