Scalable and Resilient Agentic Systems
Workshop at ICML 2026
When and Where: The workshop will be held on July 10th or 11th, 2026 (one day), following the ICML main conference at the COEX Convention & Exhibition Center in Seoul, South Korea. This is an in-person workshop.
Scope: This workshop addresses the critical system-level challenges in building scalable, robust, and reliably deployable multi-agentic systems. As AI agents become more sophisticated and interconnected, understanding how to design systems that can scale efficiently while maintaining resilience becomes paramount.
Join us to explore and contribute to the future of robust agentic systems!
Agentic Systems
Call for Papers
Topics: We welcome and highlight content on scalable and resilient agentic systems, including but not limited to:
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Scalability: Scaling multi-agent systems; distributed coordination; efficient resource use in large deployments.
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Robustness: Handling failures and adversarial inputs; recovery mechanisms; testing agentic systems.
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Multi-Agent Coordination: Task allocation; communication protocols; emergent behaviors.
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Novel Architectures: Diffusion language models; multi-modal agents; new LLM architectures for agentic systems.
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Safety: Safety constraints; alignment in multi-agent settings; monitoring and oversight.
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Deployment: Production systems; real-world case studies; continuous learning.
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Evaluation: Metrics and benchmarks for agentic systems at scale.
TBD
Invited Speakers
🎤 Speakers will be announced soon. Stay tuned!
Paper Submission
Submission portal: TBD
📅 Important Dates
- • Submission deadline: April 24, 2026 (AOE)
- • Notification to authors: May 15, 2026 (AOE)
- • Camera ready: TBD
- • Workshop date: July 10 or 11, 2026
* AOE = Anywhere On Earth
Call for Reviewers
TBD
Schedule
📅 TBD
Organizers
Contact
For questions about the workshop, please contact:
- • Gert Lek: gert.lek@unine.ch
- • Aditya Shankar: a.shankar@tudelft.nl