We are delighted to announce the *2nd International Workshop on Active Inference IWAI2021*, in conjunction with the European Conference on Machine Learning (ECML/PKDD 2021) that will be held *VIRTUALLY* in September 2021 in
Bilbao, Spain.
*CALL FOR PAPERS*
The 2nd International Workshop on Active Inference wants to bring together researchers on active inference as well as related research fields in order to discuss current trends, novel results, (real-world) applications, to what extent active
inference can be used in modern machine learning settings, such as deep learning, and how it can be unified with the latest psychological and neurological insights.
Website:
https://iwaiworkshop.github.io/
Twitter: @iwai_ws
*Important dates*
Workshop Date: September 13th or 17th, 2021 to be decided with the ECML conference
Abstract Submission Deadline: June 9th, 2021
Paper Submission Deadline: June 23rd, 2021
Acceptance Notification: July 28th, 2021
*Topics of interest*
Papers on all subjects and applications of active inference and related research areas are welcome.
- Active inference
- (Bayesian) surprise
- Cognitive robotics
- Control as inference
- Variational inference
- Computational neuroscience
- (Deep) generative models
- State-space models
- Representation learning
- Intrinsic motivation
- Intelligent systems
- Decision making in economics
- etc
*Paper submissions*
We welcome submissions of papers with up to 8 printed pages (excluding references) in LNCS format:
https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines
Submissions will be evaluated according to their originality and relevance to the workshop, and should have an abstract of 60-100 words.
Contributions should be in PDF format and submitted via Easychair:
https://easychair.org/conferences/?conf=iwai2021
In accordance with the main conference, will apply a double-blind review process (see also the double-blind reviewing process section below for further details). All papers need to be anonymized in the best of efforts. It is allowed to
have a (non-anonymous) online pre-print. Reviewers will be asked not to search for them.
Previous edition:
https://iwaiworkshop.github.io/2020.html
Previous proceedings: https://www.springer.com/gp/book/9783030649180
On behalf of the organizers,
Tim Verbelen, Daniela Cialfi, Maxwell Ramstead, Christopher Buckley and Pablo Lanillos
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Dr. Pablo Lanillos
www.therobotdecision.com
Assistant professor in Cognitive Artificial Intelligence | AI Robotics Lab
ELLIS Nijmegen Unit
Donders Institute for Brain, Cognition and Behaviour, the Netherlands
p.lanillos @ donders.ru.nl