Connectionists: Call for Papers - TRAIL Conference April 2026 - Catania, Italy

[Hariharan Arunachalam]

Dear Colleagues,

You are invited to contribute to the 1st Transparent and Interpretable
Robots (TRAIL) Conference, taking place April 16 - April 17 2026 in
Catania, Italy


Conference website : https://sites.google.com/view/trail-conference

About the conference :

This conference is ideal for early–career researchers and students,
offering a friendly environment to present short contributions including
work-in-progress, novel concepts, and early results. It’s a great
opportunity to receive constructive feedback and build international
collaborations.

There are no registration fees, since this event is proudly supported by
the TRAIL Marie Skłodowska–Curie European Union project (
https://www.inf.uni-hamburg.de/research/projects/trail.html), promoting
transparency and interpretability in human–robot interaction.

Topics include (but not limited to):

- Causal and Counterfactual Reasoning in AI (including but not limited to
Neural Networks)
- Cognitive Modeling for Interpretable and Human-Aligned AI
- Evaluation for Explainability, Trust, Transparency, and Faithfulness
- Explainable Reinforcement Learning (RL)
- Failure Recognition, Assessment, and Recovery in Robotic Scenarios
- Foundation models for Interpretability and Transparency
- Human and Context Awareness in Robotics
- Interactive Visualization and Explanation Interfaces
- Interpretable and Transparent Robot Behavior
- Knowledge-Based Robotic Design
- Multimodal and Grounded Explanations (Vision, Language, and Sensor Data)
- Multimodality and Language Grounding in Vision, Sound, Robotics, and
Beyond
- Navigation, Planning, and Control in Robotic Systems
- Post-hoc Explanation Techniques
- Robotic Decision-Making
- Security and Ethics AI in Explainable Systems
- Trustworthiness, Faithfulness, and Robustness in AI and Robotics

Dates :

Deadline for Submission : 16th January, 2026
Paper Acceptance Notification : 13th February, 2026
Camera Ready Deadline : 14th March, 2026

Venue :

The Conference will be collocated with SWEET Spring School at :
Museo della Rappresentazione
Via Etnea, 742, 95128 Catania CT, Italy

Submission Guidelines :

Authors are invited to submit original contributions (2-4 Pages excluding
appendix and references) following the format provided at the website :
https://sites.google.com/view/trail-conference/call-for-papers

We look forward to your contributions and seeing you at Catania !

Best Regards,
TRAIL Conference Organisers
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