Differentiable Quality Diversity

7 June 2021

Papers citing "Differentiable Quality Diversity"

26 / 76 papers shown

Title
Language Model Crossover: Variation through Few-Shot Prompting Elliot Meyerson M. Nelson Herbie Bradley Adam Gaier Arash Moradi Amy K. Hoover Joel Lehman VLM 31 79 0 23 Feb 2023
Benchmarking Quality-Diversity Algorithms on Neuroevolution for Reinforcement Learning Manon Flageat Bryan Lim Luca Grillotti Maxime Allard Simón C. Smith Antoine Cully 16 14 0 04 Nov 2022
ERL-Re $^2$ : Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation Jianye Hao Pengyi Li Hongyao Tang Yan Zheng Xian Fu Zhaopeng Meng 24 23 0 26 Oct 2022
Empirical analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains Manon Flageat Félix Chalumeau Antoine Cully 28 26 0 24 Oct 2022
Training Diverse High-Dimensional Controllers by Scaling Covariance Matrix Adaptation MAP-Annealing Bryon Tjanaka Matthew C. Fontaine David H. Lee Aniruddha Kalkar Stefanos Nikolaidis 60 8 0 06 Oct 2022
On the Versatile Uses of Partial Distance Correlation in Deep Learning Xingjian Zhen Zihang Meng Rudrasis Chakraborty Vikas Singh OODD 37 28 0 20 Jul 2022
Guided Safe Shooting: model based reinforcement learning with safety constraints Giuseppe Paolo Jonas Gonzalez-Billandon Albert Thomas Balázs Kégl 19 3 0 20 Jun 2022
Deep Surrogate Assisted Generation of Environments Varun Bhatt Bryon Tjanaka Matthew C. Fontaine Stefanos Nikolaidis 50 35 0 09 Jun 2022
Covariance Matrix Adaptation MAP-Annealing Matthew C. Fontaine Stefanos Nikolaidis 45 25 0 22 May 2022
A Collection of Quality Diversity Optimization Problems Derived from Hyperparameter Optimization of Machine Learning Models Lennart Schneider Florian Pfisterer Janek Thomas B. Bischl 28 3 0 28 Apr 2022
Relevance-guided Unsupervised Discovery of Abilities with Quality-Diversity Algorithms Luca Grillotti Antoine Cully 19 8 0 21 Apr 2022
Baba is Yáll 2.0: Design and Investigation of a Collaborative Mixed-Initiative System M. Charity Isha Dave Ahmed Khalifa Julian Togelius 21 8 0 03 Mar 2022
How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity Chengyue Gong Lemeng Wu Qiang Liu 30 3 0 16 Feb 2022
Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning Bryon Tjanaka Matthew C. Fontaine Julian Togelius Stefanos Nikolaidis 32 50 0 08 Feb 2022
Multi-Objective Quality Diversity Optimization Thomas Pierrot Guillaume Richard Karim Beguir Antoine Cully 20 25 0 07 Feb 2022
COIL: Constrained Optimization in Learned Latent Space: Learning Representations for Valid Solutions Peter J Bentley Soo Ling Lim Adam Gaier Linh-Tam Tran 46 8 0 04 Feb 2022
Accelerated Quality-Diversity through Massive Parallelism Bryan Lim Maxime Allard Luca Grillotti Antoine Cully 24 16 0 02 Feb 2022
Deep Surrogate Assisted MAP-Elites for Automated Hearthstone Deckbuilding Yulun Zhang Matthew C. Fontaine Amy K. Hoover Stefanos Nikolaidis 84 32 0 07 Dec 2021
Illuminating Diverse Neural Cellular Automata for Level Generation Sam Earle J. Snider Matthew C. Fontaine Stefanos Nikolaidis Julian Togelius 40 37 0 12 Sep 2021
On the Importance of Environments in Human-Robot Coordination Matthew C. Fontaine Ya-Chuan Hsu Yulun Zhang Bryon Tjanaka Stefanos Nikolaidis 36 55 0 21 Jun 2021
Quality-Diversity Optimization: a novel branch of stochastic optimization Konstantinos Chatzilygeroudis Antoine Cully Vassilis Vassiliades Jean-Baptiste Mouret 65 91 0 08 Dec 2020
A Quality Diversity Approach to Automatically Generating Human-Robot Interaction Scenarios in Shared Autonomy Matthew C. Fontaine Stefanos Nikolaidis 21 38 0 08 Dec 2020
Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization Thomas Pierrot Valentin Macé Félix Chalumeau Arthur Flajolet Geoffrey Cideron Karim Beguir Antoine Cully Olivier Sigaud Nicolas Perrin-Gilbert 26 59 0 15 Jun 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 194 540 0 08 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 285 10,354 0 12 Dec 2018
Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network Vanessa Volz Jacob Schrum Jialin Liu Simon Lucas Adam M. Smith S. Risi GAN 65 230 0 02 May 2018