503 citations · 913 across the 14 of their papers we have counts for
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cs.LG2021★ 12 cited
Synthetic Returns for Long-Term Credit Assignment
David Raposo, Sam Ritter, Adam Santoro +5
Since the earliest days of reinforcement learning, the workhorse method for assigning credit to actions over time has been temporal-difference (TD) learning, which propagates credi…
cs.AI2021★ 4 cited
Symbolic Behaviour in Artificial Intelligence
Adam Santoro, Andrew Lampinen, Kory Mathewson +2
The ability to use symbols is the pinnacle of human intelligence, but has yet to be fully replicated in machines. Here we argue that the path towards symbolically fluent artificial…