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Multi-Agent Systems
Course Information
| Course | Multi-Agent Systems | Code | SPEE16TBK |
|---|---|---|---|
| Directions | 60610500 – Computer Engineering (Computer Engineering) | Form of Study | Full-time |
| Semester | 6 | Total Hours, Credit | 120, 6 |
| Lectures | 30 | Practical Lessons | 18 |
| Laboratory | 0 | Independent Work | 72 |
| Subject Teacher | Ismailova Shakhnoza | Taught Language | English |
Lectures – Semester VI
| L1 | Introduction to Multi-Agent Systems and Architectures. Intelligent Agents | Download |
| L2 | Introduction to Multi-Agent Systems and Architectures. Multi-Agent Organization | Download |
| L3 | Multi-Agent Communication. Agent Communication | Download |
| L4 | Multi-Agent Communication. Negotiation and Auctions | Download |
| L5 | Multi-Agent Communication. Conflicts among Agents | Download |
| L6 | Fundamental Coordination in Multi-Agent Systems. Computational Social Choice | Download |
| L7 | Fundamental Coordination in Multi-Agent Systems. Mechanism Design and Auctions | Download |
| L8 | Fundamental Coordination in Multi-Agent Systems. Computational Coalition Formation | Download |
| L9 | Fundamental Coordination in Multi-Agent Systems. Trust and Reputation in Multi-Agent Systems | Download |
| L10 | Distributed Cognitive Abilities in Multi-Agent Systems. Multi-Agent Learning | Download |
| L11 | Distributed Cognitive Abilities in Multi-Agent Systems. Multi-Agent Planning, Monitoring, and Execution | Download |
| L12 | Distributed Cognitive Abilities in Multi-Agent Systems. Distributed Constraint Processing and Optimization | Download |
| L13 | Design and Development of Multi-Agent Systems. Programming Multi-Agent Systems | Download |
| L14 | Design and Development of Multi-Agent Systems. Specification and Verification of Multi-Agent Systems | Download |
| L15 | Design and Development of Multi-Agent Systems. Agent-Oriented Software Engineering | Download |
Practical Lessons – Semester VI
| Code | Topic | Material |
|---|---|---|
| P1 | Introduction: Installing and configuring the programming environment | Download |
| P2 | Creating the first simple agent | Download |
| P3 | Agent Architecture. Designing a Reflexive Agent | Download |
| P4 | Agent Interaction. Programming Communication between Agents | Download |
| P5 | Simulation of Action Coordination | Download |
| P6 | Developing Negotiation Strategies: Modeling | Download |
| P7 | Role Assignment Program | Download |
| P8 | Agent Training. Implementing Reinforcement Learning in MAS | Download |
| P9 | Developing a Mini-Project based on a Multi-Agent System | Download |
Refrences
| Type | Reference |
|---|---|
| Main | Gerhard Weiss. WMultiagent systems. Second edition.2013 |
| Main | Wooldridge, M. An Introduction to MultiAgent Systems (2nd Edition, 2009). |
| Main | Jacques Ferber "Multi-Agent Systems: An Introduction to Distributed Artificial Intelligence" |
| Additional | Russell, S., & Norvig, P. Artificial Intelligence: A Modern Approach (4th Edition, 2020). |
| Additional | Shoham, Y., & Leyton-Brown, K. PMultiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations (2008). J |