Call for Papers – ICMRLS 2027
International Conference on Multi-Agent Reinforcement Learning and Swarms
Conference date
Taipei, Taiwan
Paper deadline 06 Jan 2027
Registration deadline 13 Jan 2027
Robotics Forum invites researchers, academicians, industry professionals and students to submit original research papers for the International Conference on Multi-Agent Reinforcement Learning and Swarms (ICMRLS 2027), scheduled for 2 February 2027 in Taipei, Taiwan.
The conference welcomes research contributions across the following session tracks, encouraging knowledge sharing, interdisciplinary collaboration and the exchange of innovative ideas.
Call for papers
Conference topics
Original research papers, abstracts, case studies and review papers in Multi-Agent Reinforcement Learning and Swarms are welcome. Topics include, but are not limited to:
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Multi-Agent Systems Design
- Architectural frameworks for multi-agent communication
- Design patterns for cooperative strategies
- Scalability in agent-based architectures
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Reinforcement Learning Approaches
- Novel algorithms for decentralized learning
- Hierarchical reinforcement learning techniques
- Sample efficiency in multi-agent settings
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Swarms in Robotics
- Development of swarm intelligence algorithms
- Applications in autonomous navigation
- Coordination and formation control challenges
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Applications of Multi-Agent Systems
- Real-world applications in logistics and transport
- Multi-agent systems in healthcare data management
- Environmental monitoring with distributed agents
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Challenges and Solutions in Collaboration
- Handling partial observability in dynamic environments
- Conflict resolution strategies among agents
- Adaptation to changing task requirements
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Interdisciplinary Connections
- Integrating social sciences with agent modeling
- Impact of AI ethics on multi-agent systems
- Cross-domain applications in bioinformatics and ecology
Papers must be original and not published or under review elsewhere. Author guidelines
Plan your participation
Important dates
Paper submission deadline
Last date of registration
Conference date
The conference schedule mail is sent by the conference coordinator after the last date of registration. Do not book tickets or hotels before you receive it.
ICMRLS 2027 conference pages
Contact the conference team
Questions about submission, registration, the invitation letter or publication? Send us a message and the conference team will reply by email.
- Email[email protected]
- Phone+91 91245 84647
- Conference locationTaipei, Taiwan