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Social networks are the substrate upon which we make and evaluate many of our daily decisions: our costs and benefits depend on whether-or how many of, or which of-our friends are willing to go to that restaurant, choose that cellular provider, already own that gaming platform. Much of the research on the "diffusion of innovation", for example, takes a game theoretic perspective on strategic...
Cross-situational learning is based on the idea that a learner can determine the meaning of a word by finding something in common across all observed uses of that word. Although cross-situational learning is usually modeled through stochastic guessing games in which the input data vary erratically with time (or rounds of the game), here we investigate the possibility of applying the deterministic...
General Game Playing (GGP) aims at developing game playing agents that are able to play a variety of games and in the absence of game specific knowledge, become proficient players. Most GGP players have used standard tree-search techniques enhanced by automatic heuristic learning. In this paper we explore knowledge representation and learning in GGP using Reinforcement Learning and Ant Colony Algorithms...
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