297 citations · 466 across the 12 of their papers we have counts for
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cs.LG2021★ 2 cited
Direct Advantage Estimation
Hsiao-Ru Pan, Nico Gürtler, Alexander Neitz +1
The predominant approach in reinforcement learning is to assign credit to actions based on the expected return. However, we show that the return may depend on the policy in a way w…
cs.LG2021★ 28 cited
Neural Symbolic Regression that Scales
Luca Biggio, Tommaso Bendinelli, Alexander Neitz +2
Symbolic equations are at the core of scientific discovery. The task of discovering the underlying equation from a set of input-output pairs is called symbolic regression. Traditio…