Reinforcement learning is a powerful scientific framework for studying how people and machines make decisions 馃馃. I use it all the time!
But what does it miss out on?
In this paper with @dabelcs and @aharutyu, we try to identify some gaps and point to some solutions!
New #RLC2024 paper Three Dogmas of Reinforcement Learning joint w/ @mark_ho_ and @aharutyu!
arxiv.org/pdf/2407.10583
We reflect on where our scientific paradigm needs adjustment, and suggest three departures from previous conventions. Curious to hear what folks think!
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