Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural
Computer Architecture

Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer Architecture

30 October 2019

Daniel Tanneberg

Jan Peters

Papers citing "Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer Architecture"

15 / 15 papers shown

Title
Feed-Forward Neural Networks Need Inductive Bias to Learn Equality Relations Tillman Weyde R. Kopparti 35 9 0 04 Dec 2018
Unsupervised Predictive Memory in a Goal-Directed Agent Greg Wayne Chia-Chun Hung David Amos M. Berk Mirza Arun Ahuja ... David Silver Koray Kavukcuoglu M. Botvinick Demis Hassabis Timothy Lillicrap 75 191 0 28 Mar 2018
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents Edoardo Conti Vashisht Madhavan F. Such Joel Lehman Kenneth O. Stanley Jeff Clune 61 347 0 18 Dec 2017
HyperENTM: Evolving Scalable Neural Turing Machines through HyperNEAT Jakob Merrild Mikkel Angaju Rasmussen S. Risi 29 9 0 12 Oct 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 92 1,538 0 10 Mar 2017
Can Active Memory Replace Attention? Lukasz Kaiser Samy Bengio 58 59 0 27 Oct 2016
Neural GPUs Learn Algorithms Lukasz Kaiser Ilya Sutskever 79 369 0 25 Nov 2015
Learning Simple Algorithms from Examples Wojciech Zaremba Tomas Mikolov Armand Joulin Rob Fergus MLAU 63 100 0 23 Nov 2015
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 76 263 0 16 Nov 2015
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing A. Kumar Ozan Irsoy Peter Ondruska Mohit Iyyer James Bradbury Ishaan Gulrajani Victor Zhong Romain Paulus R. Socher 113 1,180 0 24 Jun 2015
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets Armand Joulin Tomas Mikolov TPM 135 411 0 03 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 97 2,327 0 20 Oct 2014
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 87 560 0 17 Oct 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 145 1,705 0 15 Oct 2014