Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents

There has been rapidly growing interest in meta-learning as a method for increasing the flexibility and sample efficiency of reinforcement learning. One problem in this area of research, however, has been a scarcity of adequate benchmark tasks. In general, the structure underlying past benchmarks ha...

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Hauptverfasser:	Wang, Jane X, King, Michael, Porcel, Nicolas, Kurth-Nelson, Zeb, Zhu, Tina, Deck, Charlie, Choy, Peter, Cassin, Mary, Reynolds, Malcolm, Song, Francis, Buttimore, Gavin, Reichert, David P, Rabinowitz, Neil, Matthey, Loic, Hassabis, Demis, Lerchner, Alexander, Botvinick, Matthew
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning
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