Papers co-authored by SRG members that are available online, organized by year of latest publication.
2024
- Navigating in a Space of Game Views
- A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning
- Co-Learning Empirical Games and World Models
- Fraud Risk Mitigation in Real-Time Payments: A Strategic Agent-Based Analysis
- Empirical Game-Theoretic Analysis: A Survey
- Generalized Response Objectives for Strategy Exploration in Empirical Game-Theoretic Analysis
2023
- Learning to Manipulate a Financial Benchmark
- Strategic Knowledge Transfer
- Learning to play against any mixture of opponents
- Learning Parameterized Families of Games
- Empirical Game-Theoretic Analysis for Mean Field Games
2022
- Exploiting Extensive-Form Structure in Empirical Game-Theoretic Analysis
- Solving Structured Hierarchical Games Using Differential Backward Induction
- Evaluating Strategy Exploration in Empirical Game-Theoretic Analysis
2021
- Stability Effects of Arbitrage in Exchange Traded Funds: An Agent-Based Model
- Timing is Money: The Impact of Arrival Order in Beta-Bernoulli Prediction Markets
- An Agent-Based Model of Strategic Adoption of Real-Time Payments
- Building Action Sets in a Deep Reinforcement Learner
- Designing a Combinatorial Financial Options Market
- Spoofing the Limit Order Book: A Strategic Agent-Based Analysis
- Log-time Prediction Markets for Interval Securities
- A Strategic Analysis of Portfolio Compression
- Evolution Strategies for Approximate Solution of Bayesian Games
- Iterative Empirical Game Solving via Single Policy Best Response
2020
- Learning-Based Trading Strategies in the Face of Market Manipulation
- Economic reasoning from simulation-based game models
- Market manipulation: An adversarial learning framework for detection and evasion
- Generating realistic stock market order streams
- Structure learning for approximate solution of many-player games
- Bounding regret in empirical games
2019
- An Agent-Based Model of Financial Benchmark Manipulation
- Empirical game-theoretic methods for adaptive cyber-defense
- Cap-and-trade emissions regulation: A strategic analysis
- Probably almost-stable strategy profiles in simulation-based games
- Iterated Deep Reinforcement Learning in Games: History-Aware Training for Improved Stability
- Machine Behaviour
- Incentivizing Collaboration in a Competition
- Deception in Finitely Repeated Security Games
2018
- A Learning and Masking Approach to Secure Learning
- Stackelberg Security Games: Looking Beyond a Decade of Success
- A Cloaking Mechanism to Mitigate Market Manipulation
- Incentivizing rider time-shift in a multi-leg public transportation system
- Evaluating the stability of non-adaptive trading in continuous double auctions
- A regression approach for modeling games with many symmetric players
- Multi-stage attack graph security games: Heuristic strategies, with empirical game-theoretic analysis
- SoK: Security and Privacy in Machine Learning
2017
- A Stackelberg game model for botnet data exfilitration
- Accounting for strategic response in an agent-based model of financial regulation
- Shading and efficiency in limit-order markets
- Empirical mechanism design for optimizing clearing interval in frequent call markets
- Spoofing the limit order book: An agent-based model
- Strategic agent-based modeling of financial markets
- Ethical issues for autonomous trading agents
- Welfare Effects of Market Making in Continuous Double Auctions
- Self-confirming price-prediction strategies for simultaneous one-shot auctions
2016
- Latency arbitrage in fragmented markets: A strategic agent-based analysis
- A Moving Target Defense Approach to Mitigate DDoS Attacks against Proxy-Based Architectures
- Moving Target Defense against DDoS Attacks: An Empirical Game-Theoretic Analysis
- Strategic Payment Routing in Financial Credit Networks
- Gradient Methods for Stackelberg Security Games
- Putting the Agent in Agent-Based Modeling
2015
- Empirical Game-Theoretic Analysis for Moving Target Defense
- Economic Reasoning and Artificial Intelligence
- Strategic Market Choice: Frequent Call Markets vs. Continuous Double Auctions for Fast and Slow Traders
- Strategic Formation of Credit Networks
2014
- Adversarial and Uncertain Reasoning for Adaptive Cyber Defense: Building the Scientific Foundation
- Database modeling of empirical games
- Empirical Game-Theoretic Analysis of an Adaptive Cyber-Defense Scenario (Preliminary Report)
- Bootstrap statistics for empirical games
- Signal Structure and Strategic Information Acquisition: Deliberative Auctions with Interdependent Values
- Characterizing Strategic Cascades on Networks
2013
- Analyzing Incentives for Protocol Compliance in Complex Domains: A Case Study of Introduction-Based Routing
- Accounting for Price Dependencies in Simultaneous Sealed-Bid Auctions
- Latency Arbitrage, Market Fragmentation, and Efficiency: A Two-Market Model
- EGTAOnline: An experiment manager for simulation-based game studies
2012
- An empirical game-theoretic analysis of credit network formation
- Peer-to-peer tangible goods rental
- Scaling simulation-based game analysis through deviation-preserving reduction
- Learning and predicting dynamic networked behavior with graphical multiagent models
- Asset pricing under ambiguous information: An empirical game-theoretic analysis
- Constrained automated mechanism design for infinite games of incomplete information
2011
- Modeling information diffusion in networks with unobserved links
- Trading Agents
- Access Point Selection under Emerging Wireless Technologies
- Incentivizing responsible networking via introduction-based routing
- The structure of signals: Causal interdependence models for games of incomplete information
2010
- Strategy exploration in empirical games
- Strategy and Mechanism Lessons from the First Ad Auctions Trading Agent Competition
- Multiattribute auctions based on generalized additive independence
- History-Dependent Graphical Multiagent Models
- Algorithms for Finding Approximate Formations in Games
- A categorization of KR&R methods for requirement analysis of a query answering knowledge base
- Strategic Modeling of Information Sharing Among Data Privacy Attackers
2009
- Weighted description logics preference formulas for multiattribute negotiation
- Strategic Analysis with Simulation-Based Games
- Stronger CDA Strategies through Empirical Game-Theoretic Analysis and Reinforcement Learning
- Learning Improved Entertainment Trading Strategies for the TAC Travel Game
- Learning Graphical Game Models
- Information Feedback and Efficiency in Multiattribute Double Auctions
- Generalization Risk Minimization in Empirical Game Models
- Forecasting Market Prices in a Supply Chain Game
- Designing the Ad Auctions Game for the Trading Agent Competition
2008
- Stochastic Search Methods for Nash Equilibrium Approximation in Simulation-Based Games
- Selecting Strategies using Empirical Game Models: An Experimental Analysis of Meta-Strategies
- Searching for Approximate Equilibria in Empirical Games
- Knowledge Combination in Graphical Multiagent Models
- CUI Networks: A Graphical Representation for Conditional Utility Independence
- Bidding Strategies for Simultaneous Ascending Auctions
2007
- Market-Based Allocation with Indivisible Bids
- Learning Payoff Functions in Infinite Games
- Iterated Weaker-than-Weak Dominance
- Generalized Value Decomposition and Structured Multiattribute Auctions
- Empirical Game-Theoretic Analysis of the TAC Supply Chain Game
- Constraint satisfaction algorithms for graphical games
- Autonomous Bidding Agents: Strategies and Lessons from the Trading Agent Competition
2006
- Searching for Walverine 2005
- Methods for Empirical Game-Theoretic Analysis (Extended Abstract)
- Mechanism Design Based on Beliefs about Responsive Play (position paper)
- Market Efficiency, Sales Competition, and the Bullwhip Effect in the TAC SCM Tournaments
- Empirical mechanism design: Methods, with application to a supply chain scenario
- Empirical Game-Theoretic Analysis of Chaturanga
- Controlling a supply chain agent using value-based decomposition
- Bid Expressiveness and Clearing Algorithms in Multiattribute Double Auctions
- Automated Markets and Trading Agents
- An Analysis of the 2004 Supply Chain Management Trading Agent Competition
2005
- Walverine: A Walrasian Trading Agent
- Strategic Interactions in a Supply Chain Game
- Self-Confirming Price Prediction for Bidding in Simultaneous Ascending Auctions
- Graphical models for groups: Belief aggregation and risk sharing
- Exploring bidding strategies for market-based scheduling
- Betting Boolean Style: A Framework for Trading in Securities based on Logical Formulas
- Approximate Strategic Reasoning through Hierarchical Reduction of Large Symmetric Games
2004
- Notes on equilibria in symmetric games
- Computing approximate Bayes-Nash equilibria in tree-games of incomplete information
- Rule-Based Specification of Auction Mechanisms
- Computing Best-Response Strategies in Infinite Games of Incomplete Information
- Bounding probabilistic relationships in Bayesian networks using qualitative influences: Methods and applications
- Online Marketplaces
- Value-Driven Procurement in a Supply Chain Game
- Price Prediction Strategies for Market-Based Scheduling
- Price Prediction in a Trading Agent Competition
- Distributed feedback control for decision making on supply chains
2003
- Trading Agents Competing: Performance, Progress, and Market Effectiveness
- Nash Q-learning for general-sum stochastic games
- On market-inspired approaches to propositional satisfiability
- Decentralized supply chain formation: A market protocol and competitive equilibrium analysis
- The 2001 Trading Agent Competition
2002
- Evaluation of Bayesian networks with flexible state-space abstraction methods
- Automated Negotiation from Declarative Contract Descriptions
2001
- Designing the Market Game for a Trading Agent Competition
- Learning about other agents in a dynamic multiagent system
- Auction Protocols for Decentralized Scheduling
- A Parametrization of the Auction Design Space
2000
- Distributed quiescence detection in multiagent negotiation
- Probabilistic state-dependent grammars for plan recognition
- Compact securities markets for Pareto optimal reallocation of risk
- AkBA: A progressive, anonymous-price combinatorial auction
- Combinatorial auctions for supply chain formation
1999
- Using stochastic-dominance relationships for bounding travel times in stochastic networks
- A trading agent competition for the research community
- Graphical representations of consensus belief
1998
- Real time issues for Internet auctions
- Generalized Queries on Probabilistic Context-Free Grammars
- Conjectural equilibrium in multiagent learning
- Flexible double auctions for electronic commerce: Theory and implementation
- The Michigan Internet AuctionBot: A configurable auction server for human and software agents
- The WALRAS Algorithm: A convergent distributed implementation of general equilibrium outcomes
- Market-Aware Agents for a Multiagent World
1997
1996
- Toward inquiry-based education through interacting software agents
- Toward a Market Model for Bayesian Inference
- Optimal Factory Scheduling using Stochastic Dominance A*
- Market-Oriented Programming: Some Early Lessons
- A market-based approach to allocating QoS for multimedia applications
1995
- Some issues in the design of market-oriented agents
- The economic approach to artificial intelligence (position paper)
- Path Planning under Time-Dependent Uncertainty
- Accounting for Context in Plan Recognition, with Application to Traffic Monitoring
- A computational market model for distributed configuration design
1994
- The Automated Mapping of Plans for Plan Recognition
- State-space Abstraction for Anytime Evaluation of Probabilistic Networks
- Inference in cognitive maps
1993
- Explaining “Explaining Away”
- A market-oriented programming environment and its application to distributed multicommodity flow problems
- The Automated Mapping of Plans for Plan Recognition
- State-space Abstraction for Anytime Evaluation of Probabilistic Networks
- Inference in cognitive maps
1992
- Modular Utility Representation for Decision-Theoretic Planning
- From knowledge bases to decision models
1991
- Planning and Control
- Impediments to universal preference-based default theories
- A Logic of Relative Desire (Preliminary Report)
1990
- Formulation of Tradeoffs in Planning under Uncertainty
- Graphical inference in qualitative probabilistic networks
- Fundamental concepts of qualitative probabilistic networks
1989
1986