The IJCAI Workshop on Artificial Intelligence Safety (AISafety 2021)

Канада, Монреаль

21 августа23 августа 2021

Форма участия: Очно-заочная

Срок подачи заявок: 01.05.2021

Организаторы: The Assuring Autonomy International Programme; The Centre for the Study of Existential Risk (CSER)

emal: [email protected]

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Topics
We invite theoretical, experimental and position papers covering any aspect of AI Safety including, but not limited to:Safety in AI-based system architectures
Continuous V&V and predictability of AI safety properties
Runtime monitoring and (self-)adaptation of AI safety
Accountability, responsibility and liability of AI-based systems
Explainable AI and interpretable AI
Avoiding negative side effects in AI-based systems
Role and effectiveness of oversight: corrigibility and interruptibility
Loss of values and the catastrophic forgetting problem
Confidence, self-esteem and the distributional shift problem
Safety of AGI systems and the role of generality
Reward hacking and training corruption
Self-explanation, self-criticism and the transparency problem
Human-machine interaction safety
Regulating AI-based systems: safety standards and certification
Human-in-the-loop and the scalable oversight problem
Evaluation platforms for AI safety
AI safety education and awareness
Experiences in AI-based safety-critical systems, including industrial processes, health, automotive systems, robotics, critical infrastructures, among others.

Submission Guidelines
You are invited to submit:​Full Technical Papers (6-8 pages),
Proposals for Technical Talks (up to one-page abstract including short Bio of the main speaker),
Position Papers (4-6 pages)
​Papers will be peer-reviewed by the Program Committee (2-3 reviewers per paper). The workshop follows a single-blind reviewing process. However, we will also accept anonymized submissions.
We are happy to receive papers that have not been accepted for IJCAI, and we welcome the review comments if the authors want to send them as additional material.
The workshop proceedings will be published on CEUR-WS. We are also planning a Special Issue in a Journal, after the workshop.

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