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…

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