8 citations · 12 across the 6 of their papers we have counts for
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cs.LG2022★ 1 cited
MA-Dreamer: Coordination and communication through shared imagination
Kenzo Lobos-Tsunekawa, Akshay Srinivasan, Michael Spranger
Multi-agent RL is rendered difficult due to the non-stationary nature of environment perceived by individual agents. Theoretically sound methods using the REINFORCE estimator are i…
cs.LG2021★ 1 cited
How to Learn and Represent Abstractions: An Investigation using Symbolic Alchemy
Badr AlKhamissi, Akshay Srinivasan, Zeb-Kurth Nelson +1
Alchemy is a new meta-learning environment rich enough to contain interesting abstractions, yet simple enough to make fine-grained analysis tractable. Further, Alchemy provides an…