By Gerhard Weiß (auth.), Gerhard Weiß, Sandip Sen (eds.)
This ebook is predicated at the workshop on model and studying in Multi-Agent structures, held at the side of the foreign Joint convention on synthetic Intelligence, IJCAI'95, in Montreal, Canada in August 1995.
The 14 completely reviewed revised papers replicate the entire scope of present elements within the box: they describe and research, either experimentally and theoretically, new studying and adaption ways for occasions during which numerous brokers need to cooperate or compete. additionally integrated, and aimed toward the beginner reader, are a accomplished introductory survey at the quarter with 154 references indexed and an issue index. because the first booklet completely dedicated to this sector, this quantity files the cutting-edge and is therefore necessary for an individual energetic or drawn to the field.
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Extra resources for Adaption and Learning in Multi-Agent Systems: IJCAI'95 Workshop Montréal, Canada, August 21, 1995 Proceedings
Surprisingly, it is possible to push this extensive literature further with the addition of one tool, formal theory. A formal model simply converts the core of a verbal argument into mathematical terms and then uses mathematics instead of verbal reasoning to derive additional propositions. It may seem unlikely at first that a formal model can yield much additional insight, since the nonformalliterature has long been built on Mancur Olson's (1965/1971) formal model of collective-goods provision.
This provides variation in the independent variable because Britain had many allies between 1815 and 1821 but almost no allies from 1821 until the Crimean War. Part 2 considers only a single-play equilibrium, so there is no cooperation in the models of chapters 2, 3, and 5. By assuming repeated play, part 3 explicitly considers the problem of international cooperation. Formalization helps me distinguish between what happens when nations cooperate and what happens when they do not, a distinction not found in the existing literature.
The concentration ofresources is irrelevant to the problem in single play but plays a more subtle role in repeated play. Fourth, formalization lets me capture the problem of international cooperation and the role of leadership in making cooperation more or less likely. Again, I will assume that states cooperate to provide increased levels of public goods, though the publicness assumption is more easily relaxed in the cooperation model. , Axelrod 1984; Gowa 1989a, 1994; Gowa and Mansfield 1993; Keohane 1984; Oye 1984; Stein 1983, 1990), it is possible to go further by relaxing some of the assumptions of the standard game.