Overview
The upcoming Scaling Environments for Agents (SEA) Workshop, part of NeurIPS 2025, is set to take place on December 6, 2025, in San Diego, USA. This workshop aims to address the critical gap in the open-source ecosystem regarding environments used for training agents. The organizers have extended the submission deadline to September 1, 2025, in response to community interest, inviting researchers to contribute their insights and findings.
Background & Relevance
In the field of artificial intelligence, environments serve as essential data sources for training agents. However, there is a notable scarcity of well-designed environments in the open-source community. The SEA Workshop seeks to explore various aspects of environment design, evaluation, and application, making it a significant event for researchers focused on enhancing agent capabilities. As AI continues to evolve, the need for robust environments becomes increasingly vital for advancing research and practical applications.
Key Details
- Event: Scaling Environments for Agents (SEA) Workshop
- Date: December 6, 2025
- Location: San Diego, USA
- Submission Deadline: September 1, 2025 (AoE)
- Workshop Topics:
- Environment Infrastructure Design
- Benchmarks and Evaluation
- LLMs in Interactive Environments
- Tool-Use and Software Environments
- Multi-Agent Systems and Simulation Environments
- Embodiment and Grounding
- Sim2Real and Deployment
- Link: Workshop Details
Eligibility & Participation
This workshop is targeted at researchers, practitioners, and students who are interested in the design and application of environments for agent training. Contributions are welcome from a wide range of disciplines, including but not limited to machine learning, robotics, and human-computer interaction.
Submission or Application Guidelines
To participate in the SEA Workshop, interested individuals should prepare their submissions according to the specified topics. The following steps outline the submission process:
1. Review the workshop topics and guidelines on the official website.
2. Prepare your paper addressing one or more of the listed themes.
3. Submit your paper by the extended deadline of September 1, 2025.
More Information
The SEA Workshop is part of a broader movement within the AI community to enhance the capabilities of agents through better environmental design. By focusing on various aspects of environment creation and evaluation, this workshop aims to foster collaboration and innovation among researchers. The insights shared during the workshop will contribute significantly to the ongoing discourse in the AI/ML field, particularly in the areas of multi-agent systems and interactive environments.
Conclusion
The SEA Workshop at NeurIPS 2025 presents a valuable opportunity for researchers to showcase their work and engage with peers in the field. With the extended submission deadline, there is still time to contribute to this important dialogue on scaling environments for agents. Interested individuals are encouraged to explore the workshop details, prepare their submissions, and participate in this significant event.
Category: CFP & Deadlines
Tags: scaling environments, agents, neurips, workshop, machine learning, multi-agent systems, interactive environments, evaluation benchmarks, sim2real, environment design, deep learning, AI research, software environments
