Finding The Frame Workshop

An @RL_conference workshop for examining conceptual frameworks in reinforcement learning.

[Finding The Frame Workshop @RLFrameWorkshop]

Our deadline has been extended to May 29 AoE!

[Finding The Frame Workshop @RLFrameWorkshop]

Reminder that the deadline for the Finding the Frame workshop @RL_Conference is coming up on May 22 AoE ⏰
We're excited to read your submissions reflecting on the philosophy, practice, and formalisms of reinforcement learning!
🔗 More details: https://t.co/mNy0SGK1H2

[Finding The Frame Workshop @RLFrameWorkshop]

Reminder that the deadline for the Finding the Frame workshop @RL_Conference is coming up on May 22 AoE ⏰
We're excited to read your submissions reflecting on the philosophy, practice, and formalisms of reinforcement learning!
🔗 More details: https://t.co/mNy0SGK1H2

[Finding The Frame Workshop @RLFrameWorkshop]

Finding the Frame will be back at @RL_Conference 2026 with a fantastic speaker lineup! We welcome submissions that reflect on the philosophy, practice, and formalisms of reinforcement learning.

📅Submission deadline: May 22, 2026 (AoE)

More details: https://t.co/bYbIW3QKB7

[Finding The Frame Workshop @RLFrameWorkshop]

We're thrilled to announce Finding the Frame is back for the third time @RL_Conference 2026!🎉 Call for papers coming soon 🚀

[Finding The Frame Workshop @RLFrameWorkshop]

Thanks to everyone who joined us for another great workshop! 🥳
This year we once again asked our panelists to share a paper or book that heavily influenced their perspective 📚 check out their recommendations here! https://t.co/ZVfbTWk0lg

[Finding The Frame Workshop @RLFrameWorkshop]

We're looking forward to seeing you all at @RL_Conference tomorrow! 🚀
📍CCIS 1-440 🕘 starting 9am
🔗get the full schedule here: https://t.co/CAxNaHsNKo

[Finding The Frame Workshop @RLFrameWorkshop]

We will conclude with a discussion of alternative assumptions which might be more friendly to the development of agents capable of the open-ended, iterative, and creative intelligent behaviours necessary for pushing the frontier of human knowledge.

[Finding The Frame Workshop @RLFrameWorkshop]

Completing our fantastic lineup of invited talks is Dr. @clarelyle (Deepmind) who will speak on Beyond Optimality: Designing Open-Ended RL Agents. Abstract in 🧵

[Finding The Frame Workshop @RLFrameWorkshop]

such as the distinction between the agent and environment, the stationarity of the environment transition dynamics, and the external source of reward, influence the types of behaviour we can expect to observe in our agents.

[Finding The Frame Workshop @RLFrameWorkshop]

I will discuss some of the reasons why RL might want to take minds seriously, despite some of the challenges involved in studying them.

[Finding The Frame Workshop @RLFrameWorkshop]

Professor @mark_ho_ (NYU) will give an invited talk on Why Having a Mind Might be Useful 🧠 Abstract in 🧵

[Finding The Frame Workshop @RLFrameWorkshop]

Reinforcement learning studies systems that generate reward-maximizing behavior. Where does the idea of a mind fit into this picture, if it’s even needed? Should we be behaviorists, cognitivists, or something in between?

[Finding The Frame Workshop @RLFrameWorkshop]

Finally, I will briefly discuss how 4) a reinforcement-learning agent able to do so can access the rest of AI.

[Finding The Frame Workshop @RLFrameWorkshop]

Professor George Konidaris (Brown University) will be giving an invited talk titled: Agents Must Learn Their Own Frames. Abstract in 🧵

[Finding The Frame Workshop @RLFrameWorkshop]

and that therefore 3) a critical component for achieving general intelligence is the ability to autonomously construct task-specific frames, which can be achieved by learning mutually-compatible observation and action abstractions.

[Finding The Frame Workshop @RLFrameWorkshop]

ending on the hopeful note that maybe, just maybe, some of the right questions are starting to come into view.

[Finding The Frame Workshop @RLFrameWorkshop]

We have a really exciting lineup of invited speakers this year 🔥 Kicking us off we have Prof. Erin Talvitie (Harvey Mudd College), whose talk is titled: 20 Years of Asking the Wrong Questions in Model-based reinforcement learning. Abstract in 🧵

[Finding The Frame Workshop @RLFrameWorkshop]

And yet, making sustained, robust progress toward this goal has proved surprisingly, infuriatingly difficult. We'll take a high-level tour of some garden paths and blind alleys that have caused useful shifts in my own frame,