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Computational Finance, News, Understanding and Mitigating AI Threats to the Financial System

FLI Feature Article

https://futureoflife.org/2017/02/15/financial-world-ai/

February 16, 2017

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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 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
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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 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 Analysis: A Survey
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 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
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
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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
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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 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
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

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