Diversity Progress for Goal Selection in Discriminability-Motivated RL

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Diversity Progress for Goal Selection in Discriminability-Motivated RL

3 November 2024

Erik M. Lintunen

Christian Guckelsberger

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Papers citing "Diversity Progress for Goal Selection in Discriminability-Motivated RL"

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Title
Empirical Design in Reinforcement Learning Andrew Patterson Samuel Neumann Martha White Adam White 107 29 0 03 Apr 2023
An information-theoretic perspective on intrinsic motivation in reinforcement learning: a survey A. Aubret L. Matignon S. Hassas 91 37 0 19 Sep 2022
Goal-Conditioned Reinforcement Learning: Problems and Solutions Minghuan Liu Menghui Zhu Weinan Zhang 95 143 0 20 Jan 2022
Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey Cédric Colas Tristan Karch Olivier Sigaud Pierre-Yves Oudeyer 110 95 0 17 Dec 2020
Relative Variational Intrinsic Control Kate Baumli David Warde-Farley Steven Hansen Volodymyr Mnih 74 43 0 14 Dec 2020
Unsupervised Control Through Non-Parametric Discriminative Rewards David Warde-Farley T. Wiele Tejas D. Kulkarni Catalin Ionescu Steven Hansen Volodymyr Mnih DRL OffRL SSL 96 178 0 28 Nov 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 355 2,675 0 20 Aug 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 317 8,432 0 04 Jan 2018