Numerix “Trading Tomorrow” Podcast
Michael Wellman was interviewed by James Jockle from Numerix about the implications of AI on financial markets, including market manipulation and regulation. https://www.buzzsprout.com/2243477/14722606
Author Archive for: wellman
About wellman
This author has not written his bio yet.
But we are proud to say that wellman contributed 68 entries already.
Entries by wellman
Madelyn Gatchel Passes Prelim
Madelyn Gatchel passed the CSE prelim exam, based on her directed study project titled “Learning Parameterized Families of Games”. Congratulations, Madelyn!
Machine Learning, Algorithmic Trading, and Manipulation
Columbia Blue Sky Blog post based on the report by Megan Shearer, Gabriel Rauterberg, and Michael Wellman.
interview with Grainstone Lee
I spoke with Simon Grainger recently for his firm’s “Views from Academia” series. The interview is based on presentations I’ve made recently on “Game Playing meets Game Theory”, discussing the connection between game-theoretic reasoning and some recent AI breakthroughs on game playing, and their implications beyond recreational games. Link here.
Special Issue of AIj published
Special Issue on Autonomous Agents Modelling Other Agents Edited by Stefano V. Albrecht, Peter Stone, and Michael P. Wellman. Guest editorial available here.
Zun Li Passes Prelim
Zun Li passed the CSE prelim exam, based on his directed study project: Structure learning for approximate solution of many-player games. Congratulations, Zun.
Generating Stock Market Data
CSE news item on our AAAI-20 paper, describing a GAN model for financial market order streams.
Max Smith passes prelim
Max Smith passed the CSE prelim exam, based on his directed study project: Learning to Play against Any Mixture of Opponents. Congratulations, Max.
Peter Wurman inducted into Nat’l Inventors Hall of Fame
SRG alum Pete Wurman (PhD ’99) is part of a distinguished group inducted in the Inventors Hall of Fame this year. See announcement here.
Workshop: The Systemic Impact of Digitization on Finance
I would like to draw your attention to a 1.5-day workshop on The Systemic Impact of Digitization on Finance, which will be held at the University of Zurich on December 19 and 20, 2019. Submissions are invited until November 15. Participation is open to everyone. The workshop particularly targets PhD and PostDoc-level researchers. This workshop will provide a forum to young researchers, […]
Interesting links
Here are some interesting links for you! Enjoy your stay :)Pages
- Home
- 1986
- 1989
- 1990
- 1991
- 1992
- 1993
- 1994
- 1995
- 1996
- 1997
- 1998
- 1999
- 2000
- 2001
- 2002
- 2003
- 2004
- 2005
- 2006
- 2007
- 2008
- 2009
- 2010
- 2011
- 2012
- 2013
- 2014
- 2015
- 2016
- 2017
- 2018
- 2019
- 2020
- A categorization of KR&R methods for requirement analysis of a query answering knowledge base
- A Cloaking Mechanism to Mitigate Market Manipulation
- A computational market model for distributed configuration design
- A Financial Market Simulation Environment for Trading Agents Using Deep Reinforcement Learning
- A game-theoretic approach for hierarchical epidemic control
- A Learning and Masking Approach to Secure Learning
- A Logic of Relative Desire (Preliminary Report)
- A market-based approach to allocating QoS for multimedia applications
- A market-oriented programming environment and its application to distributed multicommodity flow problems
- A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning
- A Moving Target Defense Approach to Mitigate DDoS Attacks against Proxy-Based Architectures
- A Parametrization of the Auction Design Space
- A regression approach for modeling games with many symmetric players
- A Stackelberg game model for botnet data exfilitration
- A Strategic Analysis of Portfolio Compression
- A trading agent competition for the research community
- Access Point Selection under Emerging Wireless Technologies
- Accounting for Context in Plan Recognition, with Application to Traffic Monitoring
- Accounting for Price Dependencies in Simultaneous Sealed-Bid Auctions
- Accounting for strategic response in an agent-based model of financial regulation
- Adversarial and Uncertain Reasoning for Adaptive Cyber Defense: Building the Scientific Foundation
- Adversarial and Uncertain Reasoning for Adaptive Cyber-Defense
- AkBA: A progressive, anonymous-price combinatorial auction
- Algorithms for Finding Approximate Formations in Games
- All Categories
- Alumni
- An Agent-Based Model of Financial Benchmark Manipulation
- An Agent-Based Model of Strategic Adoption of Real-Time Payments
- An Analysis of the 2004 Supply Chain Management Trading Agent Competition
- An empirical game-theoretic analysis of credit network formation
- An Empirical Game-Theoretic Approach to Bargaining Problems
- Analysis and Applications of Multi-Level Games
- Analyzing Incentives for Protocol Compliance in Complex Domains: A Case Study of Introduction-Based Routing
- Approximate Strategic Reasoning through Hierarchical Reduction of Large Symmetric Games
- Asset pricing under ambiguous information: An empirical game-theoretic analysis
- Auction Protocols for Decentralized Scheduling
- Automated critiquing of medical decision trees
- Automated Markets and Trading Agents
- Automated Negotiation from Declarative Contract Descriptions
- Autonomous Bidding Agents: Strategies and Lessons from the Trading Agent Competition
- Betting Boolean Style: A Framework for Trading in Securities based on Logical Formulas
- Bid Expressiveness and Clearing Algorithms in Multiattribute Double Auctions
- Bidding Strategies for Simultaneous Ascending Auctions
- Bootstrap statistics for empirical games
- Bounding probabilistic relationships in Bayesian networks using qualitative influences: Methods and applications
- Bounding regret in empirical games
- Building Action Sets in a Deep Reinforcement Learner
- Cap-and-trade emissions regulation: A strategic analysis
- Characterizing Strategic Cascades on Networks
- Chris Mascioli
- Co-Learning Empirical Games and World Models
- Combinatorial auctions for supply chain formation
- Compact securities markets for Pareto optimal reallocation of risk
- Computing approximate Bayes-Nash equilibria in tree-games of incomplete information
- Computing Best-Response Strategies in Infinite Games of Incomplete Information
- Conjectural equilibrium in multiagent learning
- Constrained automated mechanism design for infinite games of incomplete information
- Constraint satisfaction algorithms for graphical games
- Controlling a supply chain agent using value-based decomposition
- CUI Networks: A Graphical Representation for Conditional Utility Independence
- Database modeling of empirical games
- Decentralized supply chain formation: A market protocol and competitive equilibrium analysis
- Deception in Finitely Repeated Security Games
- Designing a Combinatorial Financial Options Market
- Designing the Ad Auctions Game for the Trading Agent Competition
- Designing the Market Game for a Trading Agent Competition
- Detecting Financial Market Manipulation: An Integrated Data- and Model-Driven Approach
- Distributed feedback control for decision making on supply chains
- Distributed quiescence detection in multiagent negotiation
- Economic Reasoning and Artificial Intelligence
- Economic reasoning from simulation-based game models
- EGTAOnline: An experiment manager for simulation-based game studies
- Empirical Game Theoretic Analysis: A Survey
- Empirical Game-Theoretic Analysis for Mean Field Games
- Empirical Game-Theoretic Analysis for Moving Target Defense
- Empirical Game-Theoretic Analysis of an Adaptive Cyber-Defense Scenario (Preliminary Report)
- Empirical Game-Theoretic Analysis of Chaturanga
- Empirical Game-Theoretic Analysis of the TAC Supply Chain Game
- Empirical game-theoretic methods for adaptive cyber-defense
- Empirical mechanism design for optimizing clearing interval in frequent call markets
- Empirical mechanism design: Methods, with application to a supply chain scenario
- Ethical issues for autonomous trading agents
- Evaluating Strategy Exploration in Empirical Game-Theoretic Analysis
- Evaluating the stability of non-adaptive trading in continuous double auctions
- Evaluation of Bayesian networks with flexible state-space abstraction methods
- Evolution Strategies for Approximate Solution of Bayesian Games
- Explaining “Explaining Away”
- Exploiting Extensive-Form Structure in Empirical Game-Theoretic Analysis
- Exploring bidding strategies for market-based scheduling
- Flexible double auctions for electronic commerce: Theory and implementation
- Forecasting Market Prices in a Supply Chain Game
- Formulation of Tradeoffs in Planning under Uncertainty
- Fraud Risk Mitigation in Real-Time Payments: A Strategic Agent-Based Analysis
- From knowledge bases to decision models
- Fundamental concepts of qualitative probabilistic networks
- Generalization Risk Minimization in Empirical Game Models
- Generalized Queries on Probabilistic Context-Free Grammars
- Generalized Response Objectives for Strategy Exploration in Empirical Game-Theoretic Analysis
- Generalized Value Decomposition and Structured Multiattribute Auctions
- Generating realistic stock market order streams
- Gradient Methods for Stackelberg Security Games
- Graphical inference in qualitative probabilistic networks
- Graphical models for groups: Belief aggregation and risk sharing
- Graphical representations of consensus belief
- Group Meetings
- History-Dependent Graphical Multiagent Models
- Impediments to universal preference-based default theories
- Incentivizing Collaboration in a Competition
- Incentivizing responsible networking via introduction-based routing
- Incentivizing rider time-shift in a multi-leg public transportation system
- Inference in cognitive maps
- Information Feedback and Efficiency in Multiattribute Double Auctions
- Iterated Deep Reinforcement Learning in Games: History-Aware Training for Improved Stability
- Iterated Weaker-than-Weak Dominance
- Iterative Empirical Game Solving via Single Policy Best Response
- Knowledge Combination in Graphical Multiagent Models
- Latency arbitrage in fragmented markets: A strategic agent-based analysis
- Latency Arbitrage, Market Fragmentation, and Efficiency: A Two-Market Model
- Learning about other agents in a dynamic multiagent system
- Learning and predicting dynamic networked behavior with graphical multiagent models
- Learning Graphical Game Models
- Learning Improved Entertainment Trading Strategies for the TAC Travel Game
- Learning Parameterized Families of Games
- Learning Payoff Functions in Infinite Games
- Learning to Manipulate a Financial Benchmark
- Learning to play against any mixture of opponents
- Learning-Based Trading Strategies in the Face of Market Manipulation
- Log-time Prediction Markets for Interval Securities
- Machine Behaviour
- Market Efficiency, Sales Competition, and the Bullwhip Effect in the TAC SCM Tournaments
- Market Making with Learned Beta Policies
- Market manipulation: An adversarial learning framework for detection and evasion
- Market-Aware Agents for a Multiagent World
- Market-Based Allocation with Indivisible Bids
- Market-Oriented Programming: Some Early Lessons
- Measuring cooperation among competing AI algorithms
- Mechanism Design Based on Beliefs about Responsive Play (position paper)
- Methods for Empirical Game-Theoretic Analysis (Extended Abstract)
- Methods for Empirical Mechanism Design
- Modeling information diffusion in networks with unobserved links
- Modular Utility Representation for Decision-Theoretic Planning
- Moving Target Defense against DDoS Attacks: An Empirical Game-Theoretic Analysis
- Multi-stage attack graph security games: Heuristic strategies, with empirical game-theoretic analysis
- Multiagent Modeling of the Financial Payments System
- Multiattribute auctions based on generalized additive independence
- Multiscale Network Games of Collusion and Competition
- Nash Q-learning for general-sum stochastic games
- Navigating in a Space of Game Views
- News
- Notes on equilibria in symmetric games
- On market-inspired approaches to propositional satisfiability
- Online Marketplaces
- Optimal Factory Scheduling using Stochastic Dominance A*
- Path Planning under Time-Dependent Uncertainty
- Peer-to-peer tangible goods rental
- People
- Planning and Control
- Policy Abstraction and Nash Refinement in Tree-Exploiting PSRO
- Price Prediction in a Trading Agent Competition
- Price Prediction Strategies for Market-Based Scheduling
- Probabilistic state-dependent grammars for plan recognition
- Probably almost-stable strategy profiles in simulation-based games
- Projects
- Publications
- Putting the Agent in Agent-Based Modeling
- Qualitative Probabilistic Networks for Planning Under Uncertainty
- Real time issues for Internet auctions
- Representing aggregate belief through the competitive equilibrium of a securities market
- Research Areas
- Rule-Based Specification of Auction Mechanisms
- Scaling simulation-based game analysis through deviation-preserving reduction
- Searching for Approximate Equilibria in Empirical Games
- Searching for Walverine 2005
- Selecting Strategies using Empirical Game Models: An Experimental Analysis of Meta-Strategies
- Self-Confirming Price Prediction for Bidding in Simultaneous Ascending Auctions
- Self-confirming price-prediction strategies for simultaneous one-shot auctions
- Shading and efficiency in limit-order markets
- Signal Structure and Strategic Information Acquisition: Deliberative Auctions with Interdependent Values
- SoK: Security and Privacy in Machine Learning
- Solving Structured Hierarchical Games Using Differential Backward Induction
- Some issues in the design of market-oriented agents
- Spoofing the Limit Order Book: A Strategic Agent-Based Analysis
- Spoofing the limit order book: An agent-based model
- Stability Effects of Arbitrage in Exchange Traded Funds: An Agent-Based Model
- Stackelberg Security Games: Looking Beyond a Decade of Success
- State-space Abstraction for Anytime Evaluation of Probabilistic Networks
- Stochastic Search Methods for Nash Equilibrium Approximation in Simulation-Based Games
- Strategic agent-based modeling of financial markets
- Strategic Analysis with Simulation-Based Games
- Strategic Formation of Credit Networks
- Strategic Interactions in a Supply Chain Game
- Strategic Knowledge Transfer
- Strategic Market Choice: Frequent Call Markets vs. Continuous Double Auctions for Fast and Slow Traders
- Strategic Modeling of Dynamic Credit Networks
- Strategic Modeling of Information Sharing Among Data Privacy Attackers
- Strategy and Mechanism Lessons from the First Ad Auctions Trading Agent Competition
- Strategy exploration in empirical games
- Stronger CDA Strategies through Empirical Game-Theoretic Analysis and Reinforcement Learning
- Structure learning for approximate solution of many-player games
- The 2001 Trading Agent Competition
- The Automated Mapping of Plans for Plan Recognition
- The economic approach to artificial intelligence (position paper)
- The Effect of Liquidity on the Spoofability of Financial Markets
- The Michigan Internet AuctionBot: A configurable auction server for human and software agents
- The structure of signals: Causal interdependence models for games of incomplete information
- The WALRAS Algorithm: A convergent distributed implementation of general equilibrium outcomes
- Timing is Money: The Impact of Arrival Order in Beta-Bernoulli Prediction Markets
- Toward a Market Model for Bayesian Inference
- Toward inquiry-based education through interacting software agents
- Trading Agents
- Trading Agents Competing: Performance, Progress, and Market Effectiveness
- Understanding and Mitigating AI Threats to the Financial System
- Understanding the Implications of Advanced AI on Financial Markets
- Using stochastic-dominance relationships for bounding travel times in stochastic networks
- Value-Driven Procurement in a Supply Chain Game
- Walverine: A Walrasian Trading Agent
- Weighted description logics preference formulas for multiattribute negotiation
- Welfare Effects of Market Making in Continuous Double Auctions
- When Algorithms Trade: Dynamics, Limits, and Economic Implications
- Strategic Payment Routing in Financial Credit Networks
Categories
- 1986
- 1989
- 1990
- 1991
- 1992
- 1993
- 1994
- 1995
- 1996
- 1997
- 1998
- 1999
- 2000
- 2001
- 2002
- 2003
- 2004
- 2005
- 2006
- 2007
- 2008
- 2009
- 2010
- 2011
- 2012
- 2013
- 2014
- 2015
- 2016
- 2017
- 2018
- 2019
- 2020
- 2021
- 2022
- 2023
- 2024
- 2025
- Adversarial and Uncertain Reasoning for Adaptive Cyber-Defense
- Adversarial Reasoning for Security
- Agent-Based Modeling
- Alumni
- An Empirical Game-Theoretic Approach to Bargaining Problems
- Anri Gu
- Arshdeep Singh
- Artificial Intelligence
- Arunesh Sinha
- Assistant Research Scientist
- Austin Nguyen
- Automated Commerce
- Bargaining agents
- Chris Mascioli
- Christine Konicki
- Computational Finance
- Computational Markets
- CRII Multi-level games
- Current Members
- Deep Reinforcement Learning
- Detecting Financial Market Manipulation: An Integrated Data- and Model-Driven Approach
- Empirical Game-Theoretic Analysis
- Erik Brinkman
- Events and Conferences
- Financial Payments JPMC
- Frank Cheng
- Gabriel Smithline
- Gary Qiurui Ma
- High-Frequency Trading
- Katherine Mayo
- Madelyn Gatchel
- MARL
- Mason Wright
- Max Smith
- Megan Shearer
- Mithun Chakraborty
- MS Student
- Multiscale Network Games Muri
- News
- People
- PhD Student
- Policy Space Response Oracles
- Post Doctoral Researcher
- Professor
- Projects
- Publications
- Research Areas
- Sky Wang
- Steven Jecmen
- Strategic Modeling of Dynamic Credit Networks
- Student News
- Thanh Nguyen
- Therese Nkeng
- Trading Agent Competition
- Trading Agents
- Uncategorized
- Undergraduate Student
- Understanding and Mitigating AI Threats to the Financial System
- When Algorithms Trade: Dynamics, Limits, and Economic Implications
- World with Autonomous Agents
- Xintong Wang
- Yongzhao Wang
- Zun Li