Call For Papers


We invite you to submit papers that combine neural networks with reinforcement learning. The submission deadline is October 8th, 2021, and decisions will be sent out on October 22nd, 2021.

Please submit papers via OpenReview here: https://openreview.net/groupid=NeurIPS.cc/2021/Workshop/DeepRL .

Submissions should be in the NeurIPS 2021 format or the ICLR 2022 format with a maximum of nine pages, not including references. Authors may submit up to 100MB of supplementary material, such as appendices, proofs, derivations or data; all supplementary materials must be submitted as a separate file in PDF or ZIP format. Like submissions, supplementary material must be anonymized. Looking at supplementary material is at the discretion of the reviewers.

Accepted submissions will be presented in the form of posters or contributed talks.

As of October 8th, 2021, submissions to the workshop cannot have been accepted as conference papers at NeurIPS (or other machine learning conferences). It's OK for submissions to be (or become) under review elsewhere.

FAQ

Q: Is it OK to submit a paper that will also be submitted to ICLR 2021?

A: Yes.

Q: Is it OK to submit a paper that was accepted into CoRL 2021?

A: Yes.

Q: Is it OK to submit a paper that is under submission at the NeurIPS main conference?

A: Yes. However, if it is accepted into the NeurIPS main conference it cannot also be accepted / presented at the workshop.)

Q: Will there be official archival proceedings?

A: No.

Q: Will the reviews be made available to the authors?

A: No.

Q: Should submitted papers be anonymized?

A: Yes! If accepted, we will ask for a de-anonymized version to link on the website, like in previous years.

Q: Wait, what time *precisely* is the deadline?

A: October 8th, 11:59 PM PST.