Distral: Robust Multitask Reinforcement Learning

Distral: Robust Multitask Reinforcement Learning

13 July 2017

Wojciech M. Czarnecki

Papers citing "Distral: Robust Multitask Reinforcement Learning"

19 / 319 papers shown

Title
Transfer Learning with Neural AutoML Catherine Wong N. Houlsby Yifeng Lu Andrea Gesmundo 19 114 0 07 Mar 2018
DiGrad: Multi-Task Reinforcement Learning with Shared Actions Parijat Dewangan S. Teja K. M. Krishna Abhishek Sarkar Balaraman Ravindran 29 7 0 27 Feb 2018
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents Kaipeng Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Basar 43 581 0 23 Feb 2018
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care Patrick Schwab E. Keller C. Muroi David J. Mack C. Strässle W. Karlen 29 23 0 14 Feb 2018
Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control Glen Berseth Kevin Xie Paul Cernek M. van de Panne 29 56 0 13 Feb 2018
Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks Patrick Schwab Djordje Miladinovic W. Karlen CML 29 57 0 06 Feb 2018
Multi-task Learning for Continuous Control Himani Arora Rajath Kumar Jason Krone Chong Li 22 12 0 03 Feb 2018
Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning Tianmin Shu Caiming Xiong R. Socher OffRL 22 139 0 20 Dec 2017
Divide-and-Conquer Reinforcement Learning Dibya Ghosh Avi Singh Aravind Rajeswaran Vikash Kumar Sergey Levine OffRL 45 125 0 27 Nov 2017
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory Ron Amit Ron Meir BDL MLT 32 176 0 03 Nov 2017
Transfer Learning to Learn with Multitask Neural Model Search Catherine Wong Andrea Gesmundo 24 5 0 30 Oct 2017
Diff-DAC: Distributed Actor-Critic for Average Multitask Deep Reinforcement Learning Sergio Valcarcel Macua Aleksi Tukiainen D. Hernández David Baldazo Enrique Munoz de Cote S. Zazo 32 29 0 28 Oct 2017
Multi-task Learning with Gradient Guided Policy Specialization Wenhao Yu Chenxi Liu Greg Turk 26 2 0 23 Sep 2017
Local Communication Protocols for Learning Complex Swarm Behaviors with Deep Reinforcement Learning Maximilian Hüttenrauch Adrian Šošić Gerhard Neumann 11 3 0 21 Sep 2017
Training Shallow and Thin Networks for Acceleration via Knowledge Distillation with Conditional Adversarial Networks Zheng Xu Yen-Chang Hsu Jiawei Huang GAN 37 12 0 02 Sep 2017
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 24 206 0 25 Aug 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 65 2,780 0 19 Aug 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 92 2,173 0 25 Jul 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,505 0 25 Jan 2017