استاد درس : دکتر عبداله زاده درس : هوش مصنوعی توزیع شده ارائه کننده : مریم باحجب ایمانی
Modal logics of knowledge and belief logics of belief change multi-agent probability systems introduction to non-cooperative game theory, mechanism design and auctions, cooperative and non- cooperative communication, and multi-agent learning. Emphasis is on representation techniques and algorithms, drawn primarily from two disciplines - computer science (and, through it, philosophy) and game theory. هوش مصنوعی توزیع شده 2
Definitions and links to game theory, Stable matching, Contrasting ABT and AWT. Game theory - examples: risk aversion, coordination failure, government subsidies. Game theory - common knowledge, risk dominance, introduction to evolutionary game theory, forward induction. Game theory, behavioral economics. Social choice, evolutionary game theory, other MAS. Social choice, complexity and mechanism design. Prediction markets. هوش مصنوعی توزیع شده 3
Games (normal-form, extensive-form, repeated, stochastic, Bayesian) Computation of game theoretic solution concepts Bounded rationality Social choice Mechanism design Auctions (single item, combinatorial, sponsored search) Teams and coalitions Multiagent learning Applications 886/ 886/ هوش مصنوعی توزیع شده 4
Modeling of agents properties of multi-agent systems communication between agents interaction and cooperation concepts forming and maintaining organizations competitive agent environments learning in multi-agent systems example systems. winter2011.html winter2011.html هوش مصنوعی توزیع شده 5
Introduction: what is an agent?: agents and objects; agents and expert systems; agents and distributed systems; typical application areas for agent systems. IntelligentAgents: the design of intelligent agents - reasoning agents (eg AgentO), agents as reactive systems (eg subsumption architecture); hybrid agents (eg PRS); layered agents (eg Interrap) a contemporary (Java-based) framework for programming agents (eg the Jack language, the JAM! system). Multi-Agent Systems: Classifying multi-agent interactions - cooperative versus non-cooperative; zero-sum and other interactions; what is cooperation? how cooperation occurs - the Prisoner's dilema and Axelrod's experiments; Interactions between self-interested agents: auctions & voting systems: negotiation; Interactions between benevolent agents: cooperative distributed problem solving (CDPS), partial global planning; coherence and coordination; Interaction languages and protocols: speech acts, KQML/KIF, the FIPA framework. Advanced topics: One issue selected from the contemporary research literature, perhaps by guest lecturer. هوش مصنوعی توزیع شده 6