Michael P. Wellman | Scholar Profiles and Rankings

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

Add Delete
Learning to play against any mixture of opponents (journal article) Smith, Max Olan \| Anthony, Thomas \| Wellman, Michael P. Frontiers in Artificial Intelligence, volume 6 (2023). 10.3389/frai.2023.804682 Cite \| Source
Learning to Manipulate a Financial Benchmark (journal article) Shearer, Megan \| Rauterberg, Gabriel V. \| Wellman, Michael P. SSRN Electronic Journal (2022). 10.2139/ssrn.4219227 Cite \| Source
Building Action Sets in a Deep Reinforcement Learner (conference) Wang, Yongzhao \| Sinha, Arunesh \| Ch-Wang, Sky \| Wellman, Michael P. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (2021) Pasadena, CA, USA 10.1109/ICMLA52953.2021.00081 Cite \| Source
An agent-based model of strategic adoption of real-time payments (conference) Mayo, Katherine \| Fozdar, Shaily \| Wellman, Michael P. ICAIF'21: 2nd ACM International Conference on AI in Finance (2021) Virtual Event 10.1145/3490354.3494410 Cite \| Source
Designing a Combinatorial Financial Options Market (conference) Wang, Xintong \| Pennock, David M. \| Devanur, Nikhil R. \| Rothschild, David M. \| Tao, Biaoshuai \| Wellman, Michael P. EC '21: The 22nd ACM Conference on Economics and Computation (2021) Budapest Hungary 10.1145/3465456.3467634 Cited by (1) \| Cite \| Source
Spoofing the Limit Order Book: A Strategic Agent-Based Analysis (journal article) Wang, Xintong \| Hoang, Christopher \| Vorobeychik, Yevgeniy \| Wellman, Michael P. Games, volume 12, issue 2, pages 46- (2021). 10.3390/g12020046 Cited by (7) \| Cite \| Source
Evolution Strategies for Approximate Solution of Bayesian Games (journal article) Li, Zun \| Wellman, Michael P. Proceedings of the AAAI Conference on Artificial Intelligence, volume 35, issue 6, pages 5531-5540 (2021). 10.1609/aaai.v35i6.16696 Cited by (4) \| Cite \| Source
Learning-based trading strategies in the face of market manipulation (conference) Wang, Xintong \| Hoang, Christopher \| Wellman, Michael P. ICAIF '20: ACM International Conference on AI in Finance (2020) New York New York 10.1145/3383455.3422568 Cite \| Source
Market Manipulation: An Adversarial Learning Framework for Detection and Evasion (conference) Wang, Xintong \| Wellman, Michael P. Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence {IJCAI-PRICAI-20} (2020) Yokohama, Japan 10.24963/ijcai.2020/638 Cited by (4) \| Cite \| Source
Economic Reasoning from Simulation-Based Game Models (journal article) Wellman, Michael P. OEconomia (2020). 10.4000/oeconomia.8386 Cited by (2) \| Cite \| Source
Structure Learning for Approximate Solution of Many-Player Games (journal article) Li, Zun \| Wellman, Michael Proceedings of the AAAI Conference on Artificial Intelligence, volume 34, issue 02, pages 2119-2127 (2020). 10.1609/aaai.v34i02.5586 Cited by (4) \| Cite \| Source
Generating Realistic Stock Market Order Streams (journal article) Li, Junyi \| Wang, Xintong \| Lin, Yaoyang \| Sinha, Arunesh \| Wellman, Michael Proceedings of the AAAI Conference on Artificial Intelligence, volume 34, issue 01, pages 727-734 (2020). 10.1609/aaai.v34i01.5415 Cited by (42) \| Cite \| Source
Deception in Finitely Repeated Security Games (journal article) Nguyen, Thanh H. \| Wang, Yongzhao \| Sinha, Arunesh \| Wellman, Michael P. Proceedings of the AAAI Conference on Artificial Intelligence, volume 33, issue 01, pages 2133-2140 (2019). 10.1609/aaai.v33i01.33012133 Cited by (16) \| Cite \| Source
Iterated Deep Reinforcement Learning in Games (conference) Wright, Mason \| Wang, Yongzhao \| Wellman, Michael P. EC '19: ACM Conference on Economics and Computation (2019) Phoenix AZ USA 10.1145/3328526.3329634 Cited by (7) \| Cite \| Source
Empirical Game-Theoretic Methods for Adaptive Cyber-Defense (book chapter) In Adversarial and Uncertain Reasoning for Adaptive Cyber Defense Wellman, Michael P. \| Nguyen, Thanh H. \| Wright, Mason Springer International Publishing (2019) 10.1007/978-3-030-30719-6_6 Cited by (4) \| Cite \| Source
Overview of Control and Game Theory in Adaptive Cyber Defenses (book chapter) In Adversarial and Uncertain Reasoning for Adaptive Cyber Defense Cybenko, George \| Wellman, Michael \| Liu, Peng \| Zhu, Minghui Springer International Publishing (2019) 10.1007/978-3-030-30719-6_1 Cited by (5) \| Cite \| Source
Game Theoretic Approaches to Cyber Security: Challenges, Results, and Open Problems (book chapter) In Adversarial and Uncertain Reasoning for Adaptive Cyber Defense Tavafoghi, Hamidreza \| Ouyang, Yi \| Teneketzis, Demosthenis \| Wellman, Michael P. Springer International Publishing (2019) 10.1007/978-3-030-30719-6_3 Cited by (6) \| Cite \| Source
Multistage Attack Graph Security Games: Heuristic Strategies, with Empirical Game-Theoretic Analysis (journal article) Nguyen, Thanh H. \| Wright, Mason \| Wellman, Michael P. \| Singh, Satinder Security and Communication Networks, volume 2018 (2018). 10.1155/2018/2864873 Cited by (18) \| Cite \| Source
A Cloaking Mechanism to Mitigate Market Manipulation (conference) Wang, Xintong \| Vorobeychik, Yevgeniy \| Wellman, Michael P. Twenty-Seventh International Joint Conference on Artificial Intelligence {IJCAI-18} (2018) Stockholm, Sweden 10.24963/ijcai.2018/75 Cited by (2) \| Cite \| Source \| Open Access
SoK: Security and Privacy in Machine Learning (conference) Papernot, Nicolas \| McDaniel, Patrick \| Sinha, Arunesh \| Wellman, Michael P. 2018 IEEE European Symposium on Security and Privacy (EuroS&P) (2018) London 10.1109/EuroSP.2018.00035 Cited by (341) \| Cite \| Source

Title	Investigators	Year	Expiration	Amount
BIGDATA: IA: Collaborative Research: Detecting Financial Market Manipulation: An Integrated Data- and Model-Driven Approach	Wellman, Michael \| Rajan, Uday \| Barr, Michael	09-01-2017	08-31-2021	$686,000
EAGER: III: CIFRAM: Strategic Modeling of Dynamic Credit Networks	Wellman, Michael	09-01-2014	08-31-2017	$250,000
RI: Small: When Algorithms Trade: Dynamics, Limits, and Economic Implications	Abernethy, Jacob \| Wellman, Michael	07-01-2014	06-30-2017	$516,018
I-Corps: Software Infrastructure for Cloud Simulation and Strategic Analysis	Wellman, Michael	01-01-2014	06-30-2015	$50,000
IGERT: Incentive-Centered Design for Information and Communication Systems	Grosu, Daniel \| MacKie-Mason, Jeffrey \| Wellman, Michael \| Borgers, Tilman \| Chen, Yan	08-01-2007	07-31-2014	$3,000,000
Practical Strategic Reasoning for Intractable Games	MacKie-Mason, Jeffrey \| Wellman, Michael	03-15-2005	12-31-2008	$309,999
ITR: Multiattribute Negotiation for Dynamic Supply Chains	Duenyas, Izak \| Jones, Joni \| Wellman, Michael \| Sadeh, Norman	08-01-2002	07-31-2008	$1,626,987
IGERT: Socio-Technical Infrastructure for Electronic Transactions	MacKie-Mason, Jeffrey \| Gordon, Michael \| Wellman, Michael	09-01-2001	08-31-2008	$3,180,127
Computational Markets for Decentralization of Complex Time-Dependent Activities	MacKie-Mason, Jeffrey \| Wellman, Michael	09-01-2000	08-31-2004	$585,835
NSF Young Investigator	Wellman, Michael	08-01-1994	01-31-2002	$279,000