Continual RL Workshop

Standard RL assumes a stable world. The real world may not. ♾ Introducing the Continual RL Workshop @RL_Conference 2026, Montreal, Canada. 🤖 Agents should never stop learning! 🖼️ Site: sites.google.com/view/continual… 📄 Submit: sites.google.com/view/continual…

Special thanks to: @anna_ssi_ , @RayZiyan41307 , @xutongzhao , @twni2016

📚 Interested in Continual RL but not sure where to start? 👇 Dive in: sites.google.com/view/continual… ♾️ We've curated a resource hub with key papers, benchmarks, codebases, tutorials, and more to help you get up to speed quickly. #ContinualRL #ReinforcementLearning #MachineLearning #AI

🔥 Accepted papers are out! They cover a diverse range of topics, contributing novel insights and solid findings to the Continual RL community! 🧠 The reviewers have invested substantial effort. We truly appreciate their invaluable feedback. 📄 Papers: tinyurl.com/vs4t4kne 🖼️ Reviewers: tinyurl.com/w5fy4dcm #ContinualRL #RLC2026

🎉 A big thank you to everyone who contributed during the submission phase, from paper submissions to reviewer commitments. We've put significant effort into optimizing the process to provide authors with constructive, high-quality feedback. Exciting updates are still ahead. Stay tuned! 🚀

⏰ Just 1 day left until the deadline! Don't miss your chance to submit. Previously published work is also welcome, provided it appeared after 1 September 2025.

Reminder: the submission deadline is in about one week: May 29, 2026 (AoE). We look forward to your submission!

We extend the submission deadline to May 29, 2026 (AoE), given the number of requests. We look forward to your submissions!😀

📢 Call for papers: Continual RL Workshop @ RLC 2026, Montreal 🗓️ Submission deadline: May 22, 2026 (AoE) 🔗 Website & CFP: sites.google.com/view/continual… #ReinforcementLearning #ContinualLearning #MachineLearning #RLC2026 #ContinualRL

We apologize for reposting: unfortunately, our previous tweet was unexpectedly removed by the platform without reason🥲. Follow us for updates: more to come!

Our submission is currently open! 🔥 📝 Call for Papers: sites.google.com/view/continual… 🔗 Submission Portal: openreview.net/group?id=rl-co… ⏰ Submission Deadline (Tentative): 22 May 2026 (AoE) Don’t miss the opportunity to share your work with the community.

Standard RL assumes a stable world. The real world may not. ♾ Introducing the Continual RL Workshop @RL_Conference 2026, Montreal, Canada. 🤖 Agents should never stop learning! 🖼️ Site: sites.google.com/view/continual… 📄 Submit: sites.google.com/view/continual…

@Aswin_polymath @RL_Conference @RichardSSutton @PeterStone_TX @rupammahmood @apsarathchandar @dabelcs @yuey7x Hi Aswin, thanks for asking! Yes, we plan to record the session (subject to speaker approval). That said, it would also be great to have you join us in person and take part in the workshop discussions 😀

@continual_learn @RL_Conference @RichardSSutton @PeterStone_TX @rupammahmood @apsarathchandar @dabelcs @yuey7x Can we get a recording of this? that would be nice.

⭐Special thanks to all the organizers: @RayZiyan41307, @xutongzhao, @twni2016, @itsNVA7, @Guozheng_Ma, @anna_ssi_; ⭐And our advisory committee: @clarelyle, Adam White, Doina Precup.

Topics include, but are not limited to different aspects of CRL: 🧠 Foundation & theory ⚙️ Algorithms 🧪 Experimental protocols & benchmarks 🚀 Applications Format 📑 Papers: 4-8 content pages