72 citations · 226 across the 16 of their papers we have counts for
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cs.AI2023★ 1 cited
The Roles of Symbols in Neural-based AI: They are Not What You Think!
Daniel L. Silver, Tom M. Mitchell
We propose that symbols are first and foremost external communication tools used between intelligent agents that allow knowledge to be transferred in a more efficient and effective…
cs.LG2023
Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals
Yue Wu, Yewen Fan, Paul Pu Liang +3
High sample complexity has long been a challenge for RL. On the other hand, humans learn to perform tasks not only from interaction or demonstrations, but also by reading unstructu…