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ES-Reasoning @ ICLR 2026
The First Workshop on Efficient Spatial Reasoning
The ES-Reasoning @ ICLR 2026 workshop focuses on efficient spatial reasoning in artificial intelligence, bringing together researchers to explore novel methods for enabling machines to understand, represent, and reason about spatial relationships in real-world environments. The workshop welcomes contributions from computer vision, robotics, cognitive science, and machine learning communities.
Key deadlines
Verified September 9, 2026Full paper
February 13, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
February 13, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Short papers
Preliminary results, novel ideas, or work in progress with clear potential.
Dataset and benchmark submissions
New spatial reasoning datasets or evaluation benchmarks with detailed documentation.
Research areas in scope
01
Topics
Spatial representation learningGeometric reasoning in neural networksSymbolic and neural hybrid approaches to spatial reasoningSpatial reasoning for robotics and navigationVision-language models with spatial understandingBenchmarking and evaluation of spatial reasoning systemsEfficient algorithms for spatial inferenceCognitive-inspired spatial reasoning models3D scene understanding and reconstructionSpatial reasoning in embodied AI and simulation environments
Policies worth checking twice
- Submissions must be anonymized for double-blind review.
- Papers must not exceed 8 pages (excluding references) for full papers and 4 pages (excluding references) for short papers.
- Dual submission to other conferences or journals is not allowed during review.
- All submissions must include a statement on the use of AI-assisted tools in the preparation of the paper.
- Author lists and affiliations cannot be changed after the submission deadline.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026