Technical Note: \cal Q-Learning
Machine Learning
Multiagent learning using a variable learning rate
Artificial Intelligence
Learning to Be Thoughtless: Social Norms and Individual Computation
Computational Economics
Collective Intelligence and Braess' Paradox
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Norm Governed Multiagent Systems: The Delegation of Control to Autonomous Agents
IAT '03 Proceedings of the IEEE/WIC International Conference on Intelligent Agent Technology
Cooperative Multi-Agent Learning: The State of the Art
Autonomous Agents and Multi-Agent Systems
Evolutionary game theory and multi-agent reinforcement learning
The Knowledge Engineering Review
A rule-based approach to norm-oriented programming of electronic institutions
ACM SIGecom Exchanges
Emergence of Norms with Biased Interactions in Heterogeneous Agent Societies
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Infection-based self-configuration in agent societies
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Fairness in multi-agent systems
The Knowledge Engineering Review
Norm emergence under constrained interactions in diverse societies
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 2
Artificial agents learning human fairness
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 2
Social norm emergence in virtual agent societies
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 3
Social Norm Emergence in Virtual Agent Societies
Declarative Agent Languages and Technologies VI
Formalising Situatedness and Adaptation in Electronic Institutions
Coordination, Organizations, Institutions and Norms in Agent Systems IV
Categorizing Social Norms in a Simulated Resource Gathering Society
Coordination, Organizations, Institutions and Norms in Agent Systems IV
Categorization and Social Norms Support
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
Norm Defeasibility in an Institutional Normative Framework
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Adapting Autonomic Electronic Institutions to Heterogeneous Agent Societies
Organized Adaption in Multi-Agent Systems
Norm emergence in agent societies formed by dynamically changing networks
Web Intelligence and Agent Systems
Adaptive Deterrence Sanctions in a Normative Framework
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Topology and Memory Effect on Convention Emergence
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Agent-Based Computational Modeling of Emergent Collective Intelligence
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
How Much Should Agents Remember? The Role of Memory Size on Convention Emergence Efficiency
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Risk Tolerance and Social Awareness: Adapting Deterrence Sanctions to Agent Populations
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
The Immergence of Norms in Agent Worlds
ESAW '09 Proceedings of the 10th International Workshop on Engineering Societies in the Agents World X
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Role model based mechanism for norm emergence in artificial agent societies
COIN'07 Proceedings of the 2007 international conference on Coordination, organizations, institutions, and norms in agent systems III
Effects of social network topology and options on norm emergence
COIN'09 Proceedings of the 5th international conference on Coordination, organizations, institutions, and norms in agent systems
Internal agent architecture for norm identification
COIN'09 Proceedings of the 5th international conference on Coordination, organizations, institutions, and norms in agent systems
Norm internalization in artificial societies
AI Communications - European Workshop on Multi-Agent Systems (EUMAS) 2009
Social-based planning model for multiagent systems
Expert Systems with Applications: An International Journal
Norm diversity and emergence in tag-based cooperation
COIN@AAMAS'10 Proceedings of the 6th international conference on Coordination, organizations, institutions, and norms in agent systems
Identifying conditional norms in multi-agent societies
COIN@AAMAS'10 Proceedings of the 6th international conference on Coordination, organizations, institutions, and norms in agent systems
Social instruments for convention emergence
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Emergence of norms for social efficiency in partially iterative non-coordinated games
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Modeling the emergence of norms
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Self-organization in decentralized agent societies through social norms
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Emergence of a Sharing Norm in a Simulated Hunter-Gatherer Society
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Aspects of active norm learning and the effect of lying on norm emergence in agent societies
PRIMA'11 Proceedings of the 14th international conference on Agents in Principle, Agents in Practice
A distributed architecture for enforcing norms in open MAS
AAMAS'11 Proceedings of the 10th international conference on Advanced Agent Technology
Leveraging domain knowledge to learn normative behavior: a bayesian approach
ALA'11 Proceedings of the 11th international conference on Adaptive and Learning Agents
Modeling the emergence and convergence of norms
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume One
Emergence and stability of social conventions in conflict situations
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume One
Social instruments for robust convention emergence
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume One
Learning and reasoning about norms using neural-symbolic systems
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
The impact of social placement of non-learning agents on convention emergence
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Using a hierarchy of coordinators to overcome the frontier effect in social learning
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Open issues for normative multi-agent systems
AI Communications
MaNEA: A distributed architecture for enforcing norms in open MAS
Engineering Applications of Artificial Intelligence
Manipulating convention emergence using influencer agents
Autonomous Agents and Multi-Agent Systems
Norm Emergence with Biased Agents
International Journal of Agent Technologies and Systems
Robust convention emergence in social networks through self-reinforcing structures dissolution
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Emergence of social norms through collective learning in networked agent societies
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Automated synthesis of normative systems
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Addressing the policy-bias of q-learning by repeating updates
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Reinforcement social learning of coordination in cooperative multiagent systems
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Robust Regulation Adaptation in Multi-Agent Systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Achieving Socially Optimal Outcomes in Multiagent Systems with Reinforcement Social Learning
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
The dynamics of reinforcement social learning in cooperative multiagent systems
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Social norms for self-policing multi-agent systems and virtual societies (extended abstract)
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Building Norms-Adaptable Agents from Potential Norms Detection Technique PNDT
International Journal of Intelligent Information Technologies
Hi-index | 0.00 |
Behavioral norms are key ingredients that allow agent coordination where societal laws do not sufficiently constrain agent behaviors. Whereas social laws need to be enforced in a top-down manner, norms evolve in a bottom-up manner and are typically more self-enforcing. While effective norms can significantly enhance performance of individual agents and agent societies, there has been little work in multiagent systems on the formation of social norms. We propose a model that supports the emergence of social norms via learning from interaction experiences. In our model, individual agents repeatedly interact with other agents in the society over instances of a given scenario. Each interaction is framed as a stage game. An agent learns its policy to play the game over repeated interactions with multiple agents. We term this mode of learning social learning, which is distinct from an agent learning from repeated interactions against the same player. We are particularly interested in situations where multiple action combinations yield the same optimal payoff. The key research question is to find out if the entire population learns to converge to a consistent norm. In addition to studying such emergence of social norms among homogeneous learners via social learning, we study the effects of heterogeneous learners, population size, multiple social groups, etc.