International Joint Conference on Autonomous Agents and Multi-agent Systems
摘要截稿: 2019-11-12
全文截稿: 2019-11-15
开会时间: 2020-05-09
会议难度:
CCF分类: B类
会议地点: Auckland, New Zealand
Overview
AAMAS is the leading scientific conference for research in autonomous agents and multi-agent systems. The AAMAS conference series was initiated in 2002 as the merging of three respected scientific meetings: the International Conference on Multi-Agent Systems (ICMAS), the International Workshop on Agent Theories, Architectures, and Languages (ATAL), and the International Conference on Autonomous Agents (AA). The aim of the joint conference is to provide a single, high-profile, internationally-respected archival forum for scientific research in the theory and practice of autonomous agents and multi-agent systems.
AAMAS 2020 is the 19th edition of the AAMAS conference, and the first time AAMAS will be held in New Zealand. The conference solicits papers addressing original research on autonomous agents and their interaction, including agents that interact with humans. In addition to the main track, there will be two special tracks: Blue Sky Ideas and JAAMAS. Specific details and topics of interest for these tracks appear below.
Topics of interest for the main track include (but are not limited to) the following 10 areas:
Area 1 – Coordination, Organisations, Institutions and Norms
- Architectures for social reasoning
- Coordination and control models for multi-agent systems
- Monitoring agent societies
- Normative systems
- Organisations and institutions
- Policy, regulation and legislation
- Self-organisation
- Social networks
- Socio-technical systems
- Trust and reputation
- Values in multi-agent systems, including privacy, safety, security and transparency
Area 2 – Engineering Multi-Agent Systems
- Development concerns, including deployment, scalability and complexity
- Empirical studies and industrial experience reports on engineering MAS applications
- Formal methods and declarative technologies for specification, verification and engineering of MAS
- Interoperability and integration
- Programming frameworks, languages, models and abstractions for all aspects of MAS
- Software engineering methodologies and techniques for agent-based systems
- Tools and testbeds for evaluation of MAS
Area 3 – Humans and AI / Human-Agent Interaction
- Agent-based analysis of human interactions
- Agents competing and collaborating with humans
- Agents for improving human cooperative activities
- Groups of humans and agents
- Human-robot/agent interaction
- Multimodal interaction
- Multi-user/multi-agent interaction
- Social agent architectures
- Social agent models
- Socially interactive agents
Area 4 – Innovative Applications
- Challenges in moving agent-based technology to the real world
- Deployed applications of agent-based systems
- Emerging applications of agent-based systems
- Integrated applications of agent-based and other technologies
- User studies of deployed agent-based systems
Area 5 – Knowledge Representation, Reasoning and Planning
- Agent theories and models
- Coalition formation (non-strategic)
- Communication and argumentation
- Distributed problem solving
- Logics for agent reasoning
- Ontologies for agents
- Single- and multi-agent planning and scheduling
- Reasoning about action, plans and change in multi-agent systems
- Reasoning about knowledge, beliefs, goals, norms and strategies in multi-agent systems
- Reasoning and problem solving in agent-based systems
- Teamwork, team formation, teamwork analysis
- Verification of multi-agent systems
Area 7 – Markets, Auctions, and Non-Cooperative Game Theory
- Auctions and mechanism design
- Bargaining and negotiation
- Behavioural game theory
- Game theory for practical applications
- Non-cooperative games: computation
- Non-cooperative games: theory & analysis
Area 8 – Modelling and Simulation of Societies
- Analysis of agent-based simulations
- Emergent behaviour
- Interactive simulation
- Modelling for agent-based simulation
- Simulation of complex systems
- Simulation techniques, tools and platforms
- Social simulation
- Validation of simulation systems
- Verification and validation of (simulated) agent-based systems
Area 9 – Robotics
- Explainability, trust and ethics for robots
- Failure recovery for robots
- Human-robot interaction and collaboration
- Knowledge representation and reasoning
- Long-term (or lifelong) autonomy
- Machine learning for robotics
- Mapping and localisation
- Multi-robot systems
- Networked systems and distributed robotics
- Robot control
Area 10 – Social Choice and Cooperative Game Theory
- Coalition formation (strategic)
- Cooperative games: computation
- Cooperative games: theory & analysis
- Social choice theory