Long Papers
Up to 8 pages, excluding references and appendices; original work on embodied neuro-symbolic AI; three reviews per submission.
Machine Learning/CORE Unranked
NEmo 2026
Neuro-Symbolic Embodied Intelligence
NEmo 2026 is a one-day in-person workshop co-located with NeurIPS 2026 in Sydney, Australia, focused on neuro-symbolic embodied intelligence. It brings together researchers from machine learning, robotics, planning, and knowledge representation to address challenges in integrating neural perception with symbolic reasoning for reliable embodied agents in physical or simulated environments.
Key deadlines
Verified September 8, 2026Full paper
September 10, 2026
AoE
Conference timeline
Submission and decisions
Full paperKey deadline
September 10, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Short Papers
Up to 4 pages, excluding references and appendices; position papers, early results, benchmarks, demos; eligible for lightning talks and posters.
Research areas in scope
01
Core Challenges
Long-Horizon Planning Interfaces for learning, revising, and verifying symbolic action models while learned components handle perception and low-level control.LLMs and Provenance: Reliable use of LLMs as domain-model elicitors, policy priors, symbolic constraint generators, and natural-language interfaces.Shared Semantics: Reusable knowledge layers connecting environments, object affordances, robot capabilities, plans, and execution traces.
02
Topics
Neuro-symbolic AI for embodied agentsLLMs for planning in atypical domainsKnowledge representation for planningOntological reasoning for embodied applicationsTacit planning knowledge in frontier modelsSymbolic model elicitation for embodied reasoningPerception and sensor groundingRule-based validation of symbolic domainsNeuro-symbolic reinforcement learningLong-horizon planning and plan repairSelf-evolving agentsEthical aspects of embodied AI systems
Policies worth checking twice
- Submissions are non-archival and managed through OpenReview.
- Submissions must use the double-blind workshop option (dblblindworkshop) and anonymize manuscripts and supplementary material.
- Papers are reviewed double-blind by the programme committee.
- NEmo is a non-proceedings workshop; accepted papers will be published on the workshop website.
- Dual-submission policy: Ongoing and unpublished work, as well as papers under review or recently accepted at other venues, are welcome.
- We discourage submission of work previously published at major venues (e.g., NeurIPS, ICLR, ICML).
- Submissions must use the official NeurIPS 2026 LaTeX template.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 8, 2026