In the interactive visualisation below:
The graph nodes are all the topics and areas selected by the AAMAS 2021 papers' authors.
The node size is proportional to the number of papers that selected the corresponding area/topic.
The edges connect topics/areas which were selected by the same paper.
The edge thickness is proportional to the number of papers that selected both topics.
The different node colors represent the communities detected using the Leiden community detection algorithm.
Purple:
Deep Learning
Supervised Learning
Adaptive Multiagent Systems
Multiagent Learning
Reinforcement Learning
Tools and Testbeds for Engineering Multiagent Systems
Learning Agent Capabilities
Machine Learning for Robotics
Learning and Adaptation
Evolutionary Algorithms
Unsupervised Learning
Adversarial Learning
Multi-Task Learning
Blue:
Coordination and Control
Coordination, Organisations, Institutions, and Norms
Self-Organising Systems
Socio-Technical Systems
Trust and Reputation
Policy, Regulation, Sanctions, and Legislation
Normative Systems
Organisations and Institutions
Agent-Based Modelling and Simulation: Applications
Complex Systems
Emergent Behaviour
Agent-Based Modelling and Simulation: Analysis
Agent-Based Modelling and Simulation: Methodology
Agent-Based Computational Epidemiology
Simulation Techniques, Tools, and Platforms
Modelling and Simulation of Societies
Yellow:
Swarm and Collective Behaviour
Distributed Problem Solving
Multiagent Planning and Scheduling
Uncertainty
Fairness, Accountability, and Transparency
Multi-Robot Systems
Teamwork and Team Formation
Privacy
Agent Models and Theories
Formal Specification and Verification
Knowledge Representation, Reasoning, and Planning
Logics for Agent Reasoning
Reasoning about Epistemic and Social Features
Robot Planning and Control
Programming Multiagent Systems
Formal Methods and Declarative Technologies
Argumentation Theory
Agent Communication Languages
Knowledge Representation for Robotics
Mapping, Localisation, and Exploration
Engineering Multiagent Systems
Agent-Oriented Software Engineering
Robotics
Red:
Social Networks
Non-Cooperative Games: Computation
Coalition Formation
Non-Cooperative Games: Theory and Analysis
Practical Applications of Game Theory
Markets, Auctions, and Non-Cooperative Game Theory
Matching
Auctions and Mechanism Design
Behavioural Game Theory
Judgment Aggregation
Voting and Preference Aggregation
Cooperative Games: Theory and Analysis
Fair Allocation
Social Choice on Social Networks
Social Choice and Cooperative Game Theory
Cooperative Games: Computation
Green:
Ethical Considerations for Human-Agent Systems
Intelligent Virtual Agents
AI for Social Good
Emerging Applications
Agent-Based Analysis of Human Interaction
Human-Agent Competition and Collaboration
Social Agent Models and Architectures
Explainability and Trust in Human-Agent Systems
Multi-User/Multi-Agent Interaction
Challenges of Applying Agent-Based Technologies
User Studies
Bargaining and Negotiation
Integration of Agent-Based and Other Technologies
Human-Robot Interaction and Collaboration
Deployed Applications
Agents for Improving Human Cooperation
Humans and AI / Human-Agent Interaction
Innovative Applications