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Continual RL Workshop @continual-rl.bsky.social · 03/09/2026

🎥 Finally, we’ve collected all the recordings from the first edition of the Continual RL Workshop in a YouTube playlist and preserved some great memories from the event in our website gallery! 📸✨ ▶️ Playlist: www.youtube.com/playlist?lis... 🖼️ Gallery: sites.google.com/view/continu...

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Continual RL Workshop @continual-rl.bsky.social · 31/08/2026

The final contributed talk was given by Zijing Wu @zijingwu.bsky.social: 🎙️ QD-Learning for Continual Reinforcement Learning 🔗 openreview.net/forum?id=pLG...

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Continual RL Workshop @continual-rl.bsky.social · 31/08/2026

A. Rupam Mahmood gave the final talk in our workshop: 🎙️ Challenges of Single-Life Continual RL 🎥 www.youtube.com/watch?v=G-Lg...

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Continual RL Workshop @continual-rl.bsky.social · 30/08/2026

The penultimate contributed talk in our workshop was given by Edan Meyer: 🎙️ Connectivity, Credit Assignment, and the Speed of Learning 🔗 openreview.net/forum?id=JqQ...

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Continual RL Workshop @continual-rl.bsky.social · 30/08/2026

Rich Sutton delivered a talk in our workshop: 🎙️ Generate-and-test methods for Continual Learning 🎥 www.youtube.com/watch?v=NaJx...

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Continual RL Workshop @continual-rl.bsky.social · 29/08/2026

The second oral talk of the afternoon session was given by Keith Lawson: 🎙️ Security-Gym: Evaluating Temporally-Uniform Agents on High-Fidelity Linux Telemetry 🔗 openreview.net/forum?id=ar2...

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Continual RL Workshop @continual-rl.bsky.social · 29/08/2026

The second invited talk of the afternoon session was given by Peter Stone: 🎙️ Continual RL and Automatic Curriculum Learning 🎥 www.youtube.com/watch?v=5D5r...

youtube.com

Peter Stone: Continual RL and Automatic Curriculum Learning

YouTube video by Continual Reinforcement Learning

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Continual RL Workshop @continual-rl.bsky.social · 28/08/2026

The first contributed talk of the afternoon session was given by Ben Sanati: 🎙️ Forgetting is Everywhere 🔗 openreview.net/forum?id=9EO...

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Continual RL Workshop @continual-rl.bsky.social · 28/08/2026

Revisit our first invited talk of the afternoon session by David Abel @dabelcs.bsky.social: 🎙️ Where is Learning? 🎥 www.youtube.com/watch?v=vVZu... ✨ In this talk, David gave a simple general definition of an agent, and asked: where in such an agent does learning take place?

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Continual RL Workshop @continual-rl.bsky.social · 27/08/2026

The third contributed talk in our workshop was given by Luc McCutcheon: 🎙️ Calibrated Partial Resets: Preventing Policy Collapse in Continual Reinforcement Learning 🔗 openreview.net/forum?id=OJA...

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Continual RL Workshop @continual-rl.bsky.social · 27/08/2026

Our third invited talk by Sarath Chandar @sarath-chandar.bsky.social was about: 🎙️ Stable Adaptation Under Distribution Shift 🎥 www.youtube.com/watch?v=eddB...

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Sarath Chandar: Stable Adaptation Under Distribution Shift

YouTube video by Continual Reinforcement Learning

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Continual RL Workshop @continual-rl.bsky.social · 26/08/2026

Our second contributed talk in our workshop was given by @cogscikid.bsky.social and Neil Shah: 🎙️Task diversity produces systematic transfer but inhibits continual reinforcement learning 📷 openreview.net/forum?id=3Wy...

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Continual RL Workshop @continual-rl.bsky.social · 26/08/2026

Katia Sycara gave our second invited talk: 🎙️ Long Horizon Reasoning via Neurosymbolic Learning Due to technical issues, only the slides are available for this talk. 📄 Slides: drive.google.com/file/d/16llO...

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Continual RL Workshop @continual-rl.bsky.social · 26/08/2026

The first contributed talk in our workshop was given by Lu Li on his work: 🎙️ The Three Regimes of Offline-to-Online Reinforcement Learning 🔗 openreview.net/forum?id=YTj...

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Continual RL Workshop @continual-rl.bsky.social · 26/08/2026

Revisiting our first invited talk by George Konidaris: 🎙️ Resolving the Sensorimotor Dilemma 🎥 youtu.be/Af5UFE7CdKs

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Continual RL Workshop @continual-rl.bsky.social · 25/08/2026

♾ Thank you all for your attendance and perspectives that make the first-ever Continual RL workshop so special. ⏳ Stay tuned: more beautiful photos and recordings coming soon…

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Continual RL Workshop @continual-rl.bsky.social · 15/08/2026

♾️ Continual RL Workshop comes to life tomorrow! 📍 B-2305, Université de Montréal 3200 Jean-Brillant, Montréal, Canada 🕘 9:00–17:30 Come learn. Continually, of course. ♾️ 🔗 sites.google.com/view/continu...

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Continual RL Workshop @continual-rl.bsky.social · 13/08/2026

⏳2 days away => Continual RL Workshop! Finally, let’s welcome Richard S. Sutton, Founder and Research Scientist at Oak Lab and Professor at the University of Alberta. 🎙️Talk: Generate-and-test methods for Continual Learning

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Continual RL Workshop @continual-rl.bsky.social · 13/08/2026

🚨 3 days until Continual RL Workshop! Happy to welcome Katia Sycara, Research Professor at Carnegie Mellon University. 🎙️Talk: Long Horizon Reasoning via Neurosymbolic Learning

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Continual RL Workshop @continual-rl.bsky.social · 13/08/2026

Thrilled to introduce Peter Stone, Professor at The University of Texas at Austin and Chief Scientist of Sony AI. 🎙️Talk: Continual RL and Automatic Curriculum Learning

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Continual RL Workshop @continual-rl.bsky.social · 10/08/2026

⏳ Another day closer — just 5 days to the Continual RL Workshop! Excited to introduce George Konidaris, professor at Brown University and co-founder of two technology startups. 🎙️Talk: Resolving the Sensorimotor Dilemma

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Continual RL Workshop @continual-rl.bsky.social · 09/08/2026

⏳ 6 days to go! Joining us is A. Rupam Mahmood, Associate Professor at the University of Alberta and Amii. 🎙️Talk: Three Challenges of Continual Reinforcement Learning

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Continual RL Workshop @continual-rl.bsky.social · 08/08/2026

🚨 7 days until Continual RL Workshop! Meet our next speaker: Sarath Chandar @sarath-chandar.bsky.social , Associate Professor at Polytechnique Montréal and Mila. 🎙️Talk: Stable Adaptation Under Distribution Shift

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Continual RL Workshop @continual-rl.bsky.social · 07/08/2026

🚨 The Continual RL Workshop is coming next Saturday! Excited to introduce our first speaker: David Abel @dabelcs.bsky.social , Staff Research Scientist at Google DeepMind on the Agency team and Honorary Fellow at the University of Edinburgh. 🎙️Title: “Where is Learning?”

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Continual RL Workshop @continual-rl.bsky.social · 13/07/2026

📚 Interested in Continual RL but not sure where to start? 👇 Dive in: sites.google.com/view/continu... ♾️ 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

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Continual RL Workshop @continual-rl.bsky.social · 20/06/2026

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

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Continual RL Workshop @continual-rl.bsky.social · 21/05/2026

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

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Continual RL Workshop @continual-rl.bsky.social · 03/05/2026

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

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Continual RL Workshop @continual-rl.bsky.social · 11/04/2026

Standard RL assumes a stable world. The real world may not. ♾ Introducing the Continual RL Workshop @rl-conference.bsky.social 2026, Montreal, Canada. 🤖 Agents that learn, adapt, and evolve under constant change. 🖼️ Site: sites.google.com/view/continu... 📄 Submit: sites.google.com/view/continu...

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