Discovering Object-Centric Generalized Value Functions From Pixels

Discovering Object-Centric Generalized Value Functions From Pixels

27 April 2023

Khimya Khetarpal

Samira Ebrahimi Kahou

Papers citing "Discovering Object-Centric Generalized Value Functions From Pixels"

10 / 10 papers shown

Title
What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience Alex Kearney Anna Koop J. Günther P. Pilarski 25 2 0 13 Jun 2022
Self-supervised Visual Reinforcement Learning with Object-centric Representations Andrii Zadaianchuk Maximilian Seitzer Georg Martius SSL OCL 36 41 0 29 Nov 2020
Contrastive Explanations for Reinforcement Learning via Embedded Self Predictions Zhengxian Lin Kim-Ho Lam Alan Fern SSL 29 24 0 11 Oct 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 139 832 0 26 Jun 2020
Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning Z. Guo Bernardo Avila-Pires Bilal Piot Jean-Bastien Grill Florent Altché Rémi Munos M. G. Azar BDL DRL SSL 108 140 0 30 Apr 2020
COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration Nicholas Watters Loic Matthey Matko Bosnjak Christopher P. Burgess Alexander Lerchner OffRL 90 117 0 22 May 2019
Unsupervised Control Through Non-Parametric Discriminative Rewards David Warde-Farley T. Wiele Tejas D. Kulkarni Catalin Ionescu Steven Hansen Volodymyr Mnih DRL OffRL SSL 58 176 0 28 Nov 2018
Curiosity-driven Exploration by Self-supervised Prediction Deepak Pathak Pulkit Agrawal Alexei A. Efros Trevor Darrell LRM SSL 89 2,416 0 15 May 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 187 10,412 0 21 Jul 2016
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 93 7,590 0 22 Sep 2015