A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
☆226Apr 20, 2021Updated 5 years ago
Alternatives and similar repositories for awesome-deep-neuroevolution
Users that are interested in awesome-deep-neuroevolution are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reproduction of Deep Neuroevolution.☆14Apr 10, 2018Updated 8 years ago
- Deep Neuroevolution☆1,663Jan 8, 2024Updated 2 years ago
- Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"☆1,629Oct 31, 2019Updated 6 years ago
- TensorFlow Eager implementation of NEAT and Adaptive HyperNEAT☆122Oct 3, 2023Updated 2 years ago
- Guided Evolutionary Strategies☆273Apr 6, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning☆22Jan 9, 2020Updated 6 years ago
- Code from the paper "Effective Diversity in Population Based Reinforcement Learning", presented as a spotlight at NeurIPS 2020. This is t…☆46Oct 29, 2020Updated 5 years ago
- Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020☆57Jul 25, 2024Updated last year
- map elites python reference implementation☆97Sep 20, 2023Updated 2 years ago
- Combining Evolutionary Algorithms and deep RL in various ways☆107Nov 17, 2020Updated 5 years ago
- Codebase for Evolutionary Reinforcement Learning (ERL) from the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" publi…☆250Sep 13, 2020Updated 5 years ago
- ☆183Jul 25, 2024Updated last year
- Map-Elites based on Evolution Strategies☆33Feb 11, 2022Updated 4 years ago
- Curated list of resources for genetic and evolutionary programming☆15Mar 2, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Analysing result obtained using quite different RL algorithm☆13Sep 5, 2019Updated 6 years ago
- 🦾Distributed Natural Evolution Strategies Build with PyTorch and Ray☆18Jul 20, 2018Updated 7 years ago
- ☆566Jan 4, 2023Updated 3 years ago
- ☆17Dec 12, 2020Updated 5 years ago
- Evolutionary Strategies for PyTorch☆23Dec 26, 2018Updated 7 years ago
- Evolving deep neural network agents using Genetic Algorithms☆69Jan 7, 2019Updated 7 years ago
- Pytorch implementation of bistable recurrent cell with baseline comparisons.☆25Apr 14, 2026Updated 3 weeks ago
- NSGA-Net, a Neural Architecture Search Algorithm☆278Aug 19, 2019Updated 6 years ago
- 2019 talk at GECCO☆68Jul 13, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A bare-bones Python library for quality diversity optimization.☆259Updated this week
- Evolution Strategies Tool☆958Dec 8, 2022Updated 3 years ago
- Evolutionary Algorithm using Python, 莫烦Python 中文AI教学☆1,233Nov 26, 2023Updated 2 years ago
- Accelerated Quality-Diversity☆352Oct 30, 2025Updated 6 months ago
- Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies☆29May 30, 2022Updated 3 years ago
- The original implementation of HyperNEAT in C++☆99Sep 12, 2017Updated 8 years ago
- Neuroevolution Benchmark in JAX 🦕☆43Nov 5, 2023Updated 2 years ago
- implementation of Wasserstein Natural Policy Gradients and Wasserstein Natural Evolution Strategies☆13Mar 9, 2021Updated 5 years ago
- ☆10Oct 11, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Neuroevolution framework for Python.☆33Feb 25, 2026Updated 2 months ago
- Source code of the SHADE with Iterative Local Search, an algorithm specially designed for for real-parameter optimization with high dimen…☆22Mar 31, 2020Updated 6 years ago
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆160Apr 15, 2022Updated 4 years ago
- A Neuroevolutionary Approach to Local State Trajectory Learning for Autonomous Vehicles☆11Feb 12, 2019Updated 7 years ago
- A simple Gridworld environment for Open AI gym☆25Jun 10, 2018Updated 7 years ago
- Implementation of "Exponential Natural Evolution Strategies" (xNES) https://arxiv.org/abs/1106.4487☆20Dec 11, 2019Updated 6 years ago
- Code to run the ASEBO algorithm from the paper: From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization... …☆16Oct 14, 2020Updated 5 years ago