most citedL2Explorer: A Lifelong Reinforcement Learning Assessment Environment

3 citations · 4 across the 2 of their papers we have counts for

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cs.LG2022★ 1 cited

Structural Similarity for Improved Transfer in Reinforcement Learning

C. Chace Ashcraft, Benjamin Stoler, Chigozie Ewulum +1

Transfer learning is an increasingly common approach for developing performant RL agents. However, it is not well understood how to define the relationship between the source and t…

cs.LG2022★ 3 cited

L2Explorer: A Lifelong Reinforcement Learning Assessment Environment

Erik C. Johnson, Eric Q. Nguyen, Blake Schreurs +6

Despite groundbreaking progress in reinforcement learning for robotics, gameplay, and other complex domains, major challenges remain in applying reinforcement learning to the evolv…