cma-es
Here are 19 public repositories matching this topic...
Convert images into low poly, using an optimizer
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Nov 12, 2021 - Python
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Jan 24, 2024 - Python
Python implementation of Regulated Evolution Strategies with Covariance Matrix Adaption for continuous "Black-Box" optimization problems.
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Aug 23, 2022 - Python
(EvoApps2022) "Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies"
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Aug 31, 2022 - Python
(GECCO2023 Best Paper Nomination) CMA-ES with Learning Rate Adaptation
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May 29, 2024 - Python
A universal supervisor controller and ER suite for Webots that can be adapted to any wheeled robot morphology with ease. The project is also setup to allow for easy Reinforcement Learning experimentation with some select algorithms (CMA-ES, Novlty Search, MAP-Elites) and neural networks (fixed and recurrent).
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Apr 4, 2021 - Python
Reproduce the results of "Neuroevolution of Self-Interpretable Agents" paper
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Sep 22, 2023 - Python
A new version of world models using Echo-state networks and random weight-fixed CNNs
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Jun 1, 2020 - Python
Deep learning and evolutionary algorithms for identification of aerodynamic parameters
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Sep 19, 2021 - Python
(CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems
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Nov 16, 2023 - Python
Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
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Oct 3, 2022 - Python
(GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization
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Mar 20, 2024 - Python
Distributed implementation of popular evolutionary methods
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Dec 26, 2017 - Python
Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)
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Jul 24, 2023 - Python
A bare-bones Python library for quality diversity optimization.
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Aug 3, 2024 - Python
Python library for CMA Evolution Strategy.
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Aug 21, 2024 - Python
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