Learning Robust Options

Learning Robust Options

9 February 2018

Timothy A. Mann

Pierre-Luc Bacon

Papers citing "Learning Robust Options"

13 / 13 papers shown

Title
Situationally Aware Options D. Mankowitz Aviv Tamar Shie Mannor 27 1 0 20 Nov 2017
Deep Robust Kalman Filter Shirli Di-Castro Shashua Shie Mannor BDL 47 28 0 07 Mar 2017
The Option-Critic Architecture Pierre-Luc Bacon J. Harb Doina Precup OffRL 47 1,076 0 16 Sep 2016
A Deep Hierarchical Approach to Lifelong Learning in Minecraft Chen Tessler Shahar Givony Tom Zahavy D. Mankowitz Shie Mannor CLL 110 378 0 25 Apr 2016
Adaptive Skills, Adaptive Partitions (ASAP) D. Mankowitz Timothy A. Mann Shie Mannor 33 58 0 10 Feb 2016
Iterative Hierarchical Optimization for Misspecified Problems (IHOMP) D. Mankowitz Timothy A. Mann Shie Mannor 65 10 0 10 Feb 2016
Dueling Network Architectures for Deep Reinforcement Learning Ziyun Wang Tom Schaul Matteo Hessel H. V. Hasselt Marc Lanctot Nando de Freitas OffRL 60 3,742 0 20 Nov 2015
Policy Distillation Andrei A. Rusu Sergio Gomez Colmenarejo Çağlar Gülçehre Guillaume Desjardins J. Kirkpatrick Razvan Pascanu Volodymyr Mnih Koray Kavukcuoglu R. Hadsell 53 687 0 19 Nov 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 131 7,590 0 22 Sep 2015
Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret Haitham Bou-Ammar Rasul Tutunov Eric Eaton OffRL CLL 51 64 0 21 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 328 43,154 0 11 Feb 2015
Hierarchical Solution of Markov Decision Processes using Macro-actions Milos Hauskrecht Nicolas Meuleau L. Kaelbling T. Dean Craig Boutilier 49 328 0 30 Jan 2013
Learning Parameterized Skills Bruno C. da Silva George Konidaris A. Barto 87 207 0 27 Jun 2012