The Third Reinforcement Learning Beyond Rewards (RLBrew) Workshop: Towards Scalable General-Purpose Agents at @RL_Conference
Edmonton, Alberta, CA
Joined March 2024
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Joining us for #RLBRew_RLC at @RL_Conference? Keep the conversation going at the RLBRew Hangout! 🎉
Everyone is welcome – come meet fellow RL researchers and workshop attendees in Montréal on Aug 15.
RSVP for details: partiful.com/e/NKDcsSsW7Uymb…
The #RLBRew_RLC schedule is live! Join us Aug 15 at @RL_Conference in Montréal (Room B-4325) for invited talks, spotlights & posters on RL beyond rewards.
📅 Schedule: rlbrew-workshop.github.io/sc…
Two BIG updates for the RLBrew Workshop at #RLC2026! 📣
1️⃣ Dual submissions are welcome
2️⃣ We’ll be awarding a Best Paper RLBrew Award 🏆
You have 2 DAYS LEFT to submit — deadline: May 29!
Details: rlbrew-workshop.github.io/
Dual submissions welcome: we are accepting papers already accepted at the main conference or previous venues. This is a great chance to advertise your work to an even more targeted RL audience.
Looking forward to your submissions! #RLC2026
Reminder! RLBRew deadline in coming up in 7 days! Submit your works soon👩💻
Reminder that we accept under review papers! This is a good place to discuss your ideas and get feedback from the community
We are extending the submission deadline to May 29, 2026 (AoE). Submit your ideas soon!
Scalar, well-defined, easy-to-optimize rewards aren’t always available in real-world interaction data–yet that data is crucial for scaling general-purpose agents. Excited to announce the 3rd edition of RLBRew: Towards Scalable General-Purpose Agents at @RL_Conference 2026!
Scalar, well-defined, easy-to-optimize rewards aren’t always available in real-world interaction data–yet that data is crucial for scaling general-purpose agents. Excited to announce the 3rd edition of RLBRew: Towards Scalable General-Purpose Agents at @RL_Conference 2026!
Submission Deadline: May 15
Website: rlbrew-workshop.github.io/
Submit: openreview.net/group?id=rl-c…
Couldn’t make it to RLC? No worries — RLBrew 2025 talks are now up on YouTube! 📷
📷 Watch here: youtube.com/playlist?list=PL…
Huge thanks to Ahmed Touati, @furongh, @gio_ramponi, @chelseabfinn, George Konidaris, @MichaelD1729, and @RL_Conference for making it possible!
✨RLBReW workshop has a social now! Join us on August 5. Details below:
We are hosting a social again this year at #RLC2025 (@RL_Conference ) on August 5. Come to meet people pre-conference and find friends and collaborators. RSVP below if you can make it:
🗓️ Mark your calendars to join us in Edmonton on Aug 5 for:
Reinforcement Learning Beyond Rewards: Ingredients for Generalist Agents
With 🔥 speakers:
@chelseabfinn , George Konidaris, @furongh,
@gio_ramponi, @MichaelD1729, Ahmed Touati
#RLC2025 #RL @RL_Conference
We are extending the submission deadline to June 15, 2025 (AoE). Submit your ideas soon!
⚠️ Reminder! Submissions for @RL_Conference's RL beyond Reward Workshop are due May 30 (AoE)!
We are brewing an interesting program and seeking innovative research work in reward-free RL. All papers are welcome, from exploratory abstracts to complete research papers.
⚠️ Reminder! Submissions for @RL_Conference's RL beyond Reward Workshop are due May 30 (AoE)!
We are brewing an interesting program and seeking innovative research work in reward-free RL. All papers are welcome, from exploratory abstracts to complete research papers.
More details: rlbrew2-workshop.github.io/
Dont forget to register for RLC conference (Early bird registration till May 15, 2025): rl-conference.cc/register.ht…
Consider submitting to our RLBrew: Ingredients for Developing Generalist Agents Workshop at @RL_Conference!
Submission deadline: May 30, 2025
Website: rlbrew2-workshop.github.io/
Openreview: openreview.net/group?id=rl-c…
Workshop co-organized by:
@agsidd10
Caleb Chuck
@harshit_sikchi
@YingchenX
@JajooPranaya
@chuning_zhu
@abhishekunique7
@yayitsamyzhang
Announcing the 2nd Edition of the RL Beyond Rewards Workshop with a focus on Generalist Agents.
Believe you have a recipe for Generalist Agents?
Researching ways to leverage unlabeled interactions for decision-making?
Exploring better feedback strategies for intelligent agents?
RLBReW@RLC workshop talks are now live for everyone to watch 👇. We had a large participation, and this wouldn't have been possible without our organizers Caleb Chuck, @agsidd10 @harshit_sikchi @g_k_swamy @ffeng01 @YuchenCui1 @AkankshaSaran @JoeyHejna @robertarail
All talks: youtube.com/playlist?list=PL…
(We missed to record Glen's talk due to technical issues)
