Variational Intrinsic Control

Variational Intrinsic Control

22 November 2016

Danilo Jimenez Rezende

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Papers citing "Variational Intrinsic Control"

11 / 311 papers shown

Title
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings John D. Co-Reyes YuXuan Liu Abhishek Gupta Benjamin Eysenbach Pieter Abbeel Sergey Levine SSL BDL AIFin 148 153 0 07 Jun 2018
New And Surprising Ways to Be Mean. Adversarial NPCs with Coupled Empowerment Minimisation Christian Guckelsberger Christoph Salge Julian Togelius 120 16 0 04 Jun 2018
Disentangling the independently controllable factors of variation by interacting with the world Valentin Thomas Emmanuel Bengio W. Fedus Jules Pondard Philippe Beaudoin Hugo Larochelle Joelle Pineau Doina Precup Yoshua Bengio DRL CoGe CML 207 65 0 26 Feb 2018
Diversity is All You Need: Learning Skills without a Reward Function Benjamin Eysenbach Abhishek Gupta Julian Ibarz Sergey Levine 795 1,197 0 16 Feb 2018
Unsupervised Real-Time Control through Variational Empowerment Maximilian Karl Maximilian Soelch Philip Becker-Ehmck Djalel Benbouzid Patrick van der Smagt Justin Bayer 116 57 0 13 Oct 2017
Learning body-affordances to simplify action spaces N. Guttenberg Martin Biehl Ryota Kanai AI4CE 76 2 0 15 Aug 2017
Intrinsically Motivated Goal Exploration Processes with Automatic Curriculum LearningJournal of machine learning research (JMLR), 2017 Sébastien Forestier Rémy Portelas Yoan Mollard Pierre-Yves Oudeyer 325 198 0 07 Aug 2017
Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning Nat Dilokthanakul Christos Kaplanis Nick Pawlowski Murray Shanahan 224 99 0 18 May 2017
Curiosity-driven Exploration by Self-supervised Prediction Deepak Pathak Pulkit Agrawal Alexei A. Efros Trevor Darrell LRM SSL 519 2,698 0 15 May 2017
A Laplacian Framework for Option Discovery in Reinforcement Learning Marlos C. Machado Marc G. Bellemare Michael Bowling 272 273 0 02 Mar 2017
Options Discovery with Budgeted Reinforcement Learning Aurélia Léon Ludovic Denoyer OffRL 198 4 0 21 Nov 2016