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.
☆60Oct 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
- A python implementation of differentiable quality diversity.☆51Oct 29, 2021Updated 4 years ago
- Jupyter notebook for the MAP-Elites algorithms (Mouret & Clune, 2015)☆24Jul 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
- map elites python reference implementation☆97Sep 20, 2023Updated 2 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.
- Accelerated Quality-Diversity☆352Oct 30, 2025Updated 6 months ago
- Website for Quality-Diversity optimisation algorithms☆49Dec 17, 2025Updated 4 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.☆260Updated this week
- Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020☆57Jul 25, 2024Updated last year
- Repository for "Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity" (ALIFE 2024).☆26Apr 2, 2025Updated last year
- High-performance JAX-powered simulator for robotic navigation in 2D mazes, optimized for Quality-Diversity algorithm research and benchma…☆20Jun 19, 2025Updated 10 months ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- (GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization☆33Mar 20, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Adaptable Agent Populations via a Generative Model of Policies☆12Oct 14, 2021Updated 4 years ago
- ☆41Apr 27, 2022Updated 4 years ago
- ☆17Dec 12, 2020Updated 5 years ago
- Scalable Opponent Shaping Experiments in JAX☆26Apr 13, 2024Updated 2 years ago
- Official Implementation for Quality-Similar Diversity via Population Based Reinforcement Learning☆19Dec 26, 2025Updated 4 months ago
- Evolution-based Soft Actor-Critic (ESAC)☆42Jul 25, 2024Updated last year
- A lightweight, generic C++11 framework for evolutionary computation☆169Jul 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Combining Evolutionary Algorithms and deep RL in various ways☆107Nov 17, 2020Updated 5 years ago
- OpenAI Gym environment for DART robotics simulator.☆22Apr 17, 2018Updated 8 years ago
- JuMP extensions for constraint programming.☆15Jun 5, 2020Updated 5 years ago
- Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection☆12Jan 16, 2022Updated 4 years ago
- Model-based reinforcement learning (generative simulator models and planning agents)☆16Mar 13, 2026Updated last month
- Implementation and explorations into Blackbox Gradient Sensing (BGS), an evolutionary strategies approach proposed in a Google Deepmind p…☆20Apr 17, 2026Updated 3 weeks 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- cfrx is a collection of algorithms and tools for hardware-accelerated Counterfactual Regret Minimization (CFR) algorithms in Jax.☆37Mar 11, 2026Updated 2 months ago
- Official Implementation for "In-Context Reinforcement Learning from Noise Distillation"☆35Sep 18, 2024Updated last year
- Source code for the paper "Policy Architectures for Compositional Generalization in Control"☆30May 19, 2022Updated 3 years ago
- OpenAI Gym environments using DART☆26Feb 27, 2023Updated 3 years ago
- (CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems☆19Apr 13, 2026Updated 3 weeks ago
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,135Apr 27, 2026Updated 2 weeks ago
- Official implementation of "Latent Action Learning Requires Supervision in the Presence of Distractors", ICML 2025☆34Jul 8, 2025Updated 10 months ago