Outstanding Paper Award Winners - 1/2 @ RLC 2025

We caught up with the RLC Outstanding Paper award winners for your listening pleasure.

Recorded on location at Reinforcement Learning Conference 2025, at University of Alberta, in Edmonton Alberta Canada in August 2025.

Featured References

Scientific Understanding in Reinforcement Learning

How Should We Meta-Learn Reinforcement Learning Algorithms?

Alexander David Goldie, Zilin Wang, Jakob Nicolaus Foerster, Shimon Whiteson

Tooling, Environments, and Evaluation for Reinforcement Learning

Syllabus: Portable Curricula for Reinforcement Learning Agents

Ryan Sullivan, Ryan Pégoud, Ameen Ur Rehman, Xinchen Yang, Junyun Huang, Aayush Verma, Nistha Mitra, John P Dickerson

Resourcefulness in Reinforcement Learning

PufferLib 2.0: Reinforcement Learning at 1M steps/s

Joseph Suarez