Simple Models and Imperfect Information Games
Convergence of UCT in Imperfect Information Games
... Chapter 5 Discussion and future work suggestions The UCT has performed very well in perfect information games like a Go. The UCB algorithm has a problem with multiple random generators. The main problem of ...
49
Strategy construction for parity games with imperfect information
... of imperfect-information games: if a cell is winning for Player 1, that is, if he wins from every location of the cell, then he also wins from every subset of the ...
26
The UCT Algorithm Applied to Games with Imperfect Information
... Another evaluation module has to be created to exchange the heuristics derived from XSkat. A rule based heuristic is very hard to do and it is known that this approach seldom leads to good results. Neural networks could ...
83
Imperfect Choice or Imperfect Attention? Understanding Strategic Thinking in Private Information Games
... Finally, looking patterns of cluster 4 subjects are entirely different. Duration is short and similar in D1 than in D2. Also, the ratios of looking time in the MIN payoffs of the other player and the impossible payoff ...
27
Imperfect choice or imperfect attention? Understanding strategic thinking in private information games
... of information processing and subsequent choices we ob- served across players suggested a decent fit with the level-k model (with some interesting ...about information processing requirements, or the link ...
52
The Simple Geometry of Perfect Information Games
... perfect information games, even if degen- erate, has only one component of equilibria that contains subgame perfect ones; and this component is also ...generic games, already suggests that the ...
38
Potential-Aware Imperfect-Recall Abstraction with Earth Mover s Distance in Imperfect-Information Games
... to games with around 10 12 ...these games, the leading ap- proach is to create a sufficiently small strategic approxima- tion of the full game, called an abstraction, and to solve that smaller game ...for ...
9
Solving Imperfect-Information Games via Discounted Regret Minimization
... large imperfect- information ...modern imperfect-information- game pruning techniques and one is also compatible with sampling in the game ...
8
Reinforcement Learning from Self-Play in Imperfect-Information Games
... Game Models To learn from self-play, an agent requires a model of a multi-agent ...multi-agent models poses distinctive ...possible information states and actions of fellow agents but also beliefs ...
140
REPRESENTATIONS OF AND STRATEGIES FOR STATIC INFORMATION, NONCOOPERATIVE GAMES WITH IMPERFECT INFORMATION. Bradley Bart
... We were also able to show that an algorithmic implementation of the Set Size Axiom is NP-hard, and therefore might be computationally expensive. This analysis also suggests that resolving disjunctions may be equally as ...
64
On Games of Perfect Information: Equilibria, epsilon-Equilibria and Approximation by Simple Games
... perfect information, we consider approx- imating games that differ from G only on the payoff functions; in addition, the sequence of payoff functions of the approximation games converges uni- formly ...
20
On Games of Perfect Information: Equilibria, E-Equilibria and Approximation by Simple Games
... of simple functions, in a way that is standard in measure and integration theory (see, for example, Wheeden and Zygmund ...of simple functions, satisfies two other important properties: first, it converges ...
12
Strategic conversations under imperfect information: Epistemic Message Exchange Games
... We leave open several extensions to this work. The first concerns the notion of a fair conversational setting. Conversations, esp. strategic ones, if allowed to continue in an unrestricted fashion, may become unfair. For ...
41
PP 2006 13: Set Theory of Infinite Imperfect Information Games
... of games, namely to a type of imperfect information games used in statistics and called Blackwell ...the information in Blackwell games is very minor: instead of playing ...
33
Deep Reinforcement Learning from Self-Play in Imperfect-Information Games
... multi-agent, imperfect-information games, in comparison to ...However, imperfect-information games generally require stochastic strategies to achieve optimal ...as ...
10
Imperfect information in macroeconomics
... sticky information model, this is due to the fact that some of the agents are unaware that the shock has occurred and do not change their expecta- ...noisy information models, private agents receive ...
17
Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games
... Abstract Simple reference games (Wittgenstein, 1953) are of central theoretical and empirical im- portance in the study of situated language ...associational information in a set- ting where only ...
10
Better Automated Abstraction Techniques for Imperfect Information Games, with Application to Texas Hold em Poker
... [email protected] ABSTRACT We present new approximation methods for computing game- theoretic strategies for sequential games of imperfect infor- mation. At a high level, we contribute two new ideas. ...
8
Simple Coalitional Games with Beliefs
... coalitional games with beliefs, which allows us to reason about coalition forma- tion under uncertainty while being significantly less complex than the more general Bayesian ...of simple games with ...
6
Indices of criticality in simple games
... both games, and this may be basically seen as the consequence of the fact that each player is criti- cal only once in both situations (precisely, each player is only critical for coalition {i, j} in the first ...
20