PPT-Adaptive Regret Minimization in Bounded Memory Games

Jeremiah Blocki Nicolas Christin Anupam Datta Arunesh Sinha 1 GameSec 2013 Invited Paper Outline 2 Motivation Background Bounded Memory Games Adaptive Regret Results. Stephen Lovelady and Daniel Sgroi. Modelling Regret in decision under uncertainty. Typically as “anticipated regret”. A function of the difference between the outcome resulting from your choice and the outcome which would have resulted had you made a different choice. Equilibria. : How…. …and What’s the Point?. Yevgeniy Vorobeychik. Sandia National Laboratories. Who am I?. Ph.D. CS, University of Michigan, advised by Michael Wellman. approximating/estimating . Graphical sermon notes by,. Rev. Ed Whitman. Sunday, . November 2, . 2014. Evangelical Congregational Church in Dunstable Massachusetts. © Copyright 2014 by the . author. , Rev. Ed Whitman. , with . Forecasting Biases .  misinformation to be used in making Decisions. Decision Bias  . Information can still lead to biased decisions. Confirmation bias. Decision tendencies to go with …... Status quo. Inter-university . Center for . Electronic . Auctions and Markets. Ehud Lehrer. School of Mathematical Sciences. Tel Aviv University. Grant. . related Students. O. mer . . E. dhan. . (P. ostdoctoral. Noam Brown. Carnegie Mellon University. Computer Science . Department. Review: Imperfect-Information Game Tree. Information . set. 0.3. 0.5. 0.2. 0.5. 0.5. Negotiations, security, poker. P1. P1. P1. C. Soumya Paul & R. Ramanujam. The Institute of Mathematical Sciences. Chennai. ACTS 2011. Neighbourhood Sturcture in Games. Neighbourhood Sturcture in Games. Neighbourhood Sturcture in Games. Neighbourhood Sturcture in Games. networks: a review. Thilo. . Gross and . Bernd. . Blasius. Marek Pilch. ADAPTIVE NETWORKS – . an. . introduction. SELF-ORGANIZATION IN . BOOLEAN NETWORKS. LEADERSHIP . IN COUPLED . OSCILLATOR. . Games and adversarial s earch Why study games? Games can be a good model of many competitive activities Military confrontations, negotiation, auctions, … Games are a traditional hallmark of intelligence Regret Minimization in Bounded Memory Games Jeremiah Blocki Nicolas Christin Anupam Datta Arunesh Sinha Work in progress Motivating Example 2 Employee Actions: {Behave, Violate} Audit Process Example Immune Response. Adaptive Immune. 2. Adaptive or Acquired Immune Response. Protects against infectious agents and abnormal body cells . Amplifies the inflammatory . response. Activates complement. 3. CMU . Fall 2013. Homework 1 Statistics. Minimum Value. 80.00. Maximum Value. 100.00. Range. 20.00. Average. 86.53. Median. 85.75. Standard Deviation. 4.93. 2. 3. Healthcare Privacy. Hospital. Drug Company. . Brett Shapiro. 25 . February . 2011. 1. G1100161. Control Loops Keep LIGO Running. Evolving seismic noise from:. weather. people. … adaptive control also makes a very good thesis topic…. 2. How are Adaptive Loops Useful?. . Avoiding Regret and Seeking Pride. People avoid actions that create regret. People seek actions that create pride. Fearing regret and seeking pride causes investors to be pre-disposed to selling winners .