1 code implementation • 24 Feb 2022 • Kai Arulkumaran, Dylan R. Ashley, Jürgen Schmidhuber, Rupesh K. Srivastava
Upside down reinforcement learning (UDRL) flips the conventional use of the return in the objective function in RL upside down, by taking returns as input and predicting actions.
no code implementations • 22 Dec 2016 • Klaus Greff, Rupesh K. Srivastava, Jürgen Schmidhuber
We demonstrate that this viewpoint directly leads to the construction of Highway and Residual networks.
no code implementations • NeurIPS 2013 • Rupesh K. Srivastava, Jonathan Masci, Sohrob Kazerounian, Faustino Gomez, Jürgen Schmidhuber
Local competition among neighboring neurons is common in biological neural networks (NNs).