Repository for the PGA-MAP-Elites algorithm. PGA-MAP-Elites was developed to efficiently scale MAP-Elites to large genotypes and noisy domains. It uses Neuroevolution driven by a Genetic Algorithm (GA) coupled with Policy Gradients (PG) derived from an off-policy Deep Reinforcement Learning method.
☆58Oct 18, 2021Updated 4 years ago
Alternatives and similar repositories for PGA-MAP-Elites
Users that are interested in PGA-MAP-Elites are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for the QDgym code. A framework for Quality Diversity optimization benchmark tasks based OpenAI Gym.☆25May 18, 2021Updated 4 years ago
- Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"☆22Oct 3, 2022Updated 3 years ago
- A python implementation of differentiable quality diversity.☆51Oct 29, 2021Updated 4 years ago
- Jupyter notebook for the MAP-Elites algorithms (Mouret & Clune, 2015)☆23Jul 9, 2022Updated 3 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- map elites python reference implementation☆96Sep 20, 2023Updated 2 years ago
- Accelerated Quality-Diversity☆346Oct 30, 2025Updated 5 months ago
- Website for Quality-Diversity optimisation algorithms☆49Dec 17, 2025Updated 3 months ago
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Nov 6, 2020Updated 5 years ago
- A bare-bones Python library for quality diversity optimization.☆255Updated this week
- Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020☆56Jul 25, 2024Updated last year
- Repository for "Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity" (ALIFE 2024).☆26Apr 2, 2025Updated 11 months ago
- High-performance JAX-powered simulator for robotic navigation in 2D mazes, optimized for Quality-Diversity algorithm research and benchma…☆20Jun 19, 2025Updated 9 months ago
- 🦖 A fast & simple neuro-evolution library for Python☆17Feb 11, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Official implementation of the paper "On the Importance of Environments in Human-Robot Coordination", published in RSS 2021.☆16May 1, 2024Updated last year
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- Adaptable Agent Populations via a Generative Model of Policies☆12Oct 14, 2021Updated 4 years ago
- Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies☆29May 30, 2022Updated 3 years ago
- ☆41Apr 27, 2022Updated 3 years ago
- ☆17Dec 12, 2020Updated 5 years ago
- Scalable Opponent Shaping Experiments in JAX☆25Apr 13, 2024Updated last year
- Action Value Gradient Algorithm☆28May 18, 2025Updated 10 months ago
- Codebase for BRDiv: Diverse teammate generation for ad hoc teamwork☆13May 2, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official Implementation for Quality-Similar Diversity via Population Based Reinforcement Learning☆19Dec 26, 2025Updated 3 months ago
- Evolution-based Soft Actor-Critic (ESAC)☆42Jul 25, 2024Updated last year
- Code for "Evidence of Learned Look-Ahead in a Chess-Playing Neural Network"☆27Jun 4, 2024Updated last year
- A lightweight, generic C++11 framework for evolutionary computation☆170Jul 11, 2022Updated 3 years ago
- A Population Based Reinforcement Learning Library based on PyTorch☆27Mar 5, 2023Updated 3 years ago
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆23Oct 28, 2024Updated last year
- Combining Evolutionary Algorithms and deep RL in various ways☆107Nov 17, 2020Updated 5 years ago
- Paired Open-Ended Trailblazer (POET) and Enhanced POET☆261Mar 23, 2022Updated 4 years ago
- OpenAI Gym environment for DART robotics simulator.☆22Apr 17, 2018Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Codebase for Evolutionary Reinforcement Learning (ERL) from the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" publi…☆249Sep 13, 2020Updated 5 years ago
- Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection☆12Jan 16, 2022Updated 4 years ago
- Implementation and explorations into Blackbox Gradient Sensing (BGS), an evolutionary strategies approach proposed in a Google Deepmind p…☆20Jul 20, 2025Updated 8 months ago
- ☆11Nov 8, 2023Updated 2 years ago
- Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning☆22Jan 9, 2020Updated 6 years ago
- ☆26Sep 15, 2022Updated 3 years ago
- Evolution Strategies in JAX 🦎☆740Sep 20, 2025Updated 6 months ago