Codebase for Evolutionary Reinforcement Learning (ERL) from the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" published at NeurIPS 2018
☆250Sep 13, 2020Updated 5 years ago
Alternatives and similar repositories for Evolutionary-Reinforcement-Learning
Users that are interested in Evolutionary-Reinforcement-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Combining Evolutionary Algorithms and deep RL in various ways☆107Nov 17, 2020Updated 5 years ago
- Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020☆57Jul 25, 2024Updated last year
- This is the official implementation of ERL-Re2.☆72Jun 18, 2024Updated last year
- ☆11Sep 4, 2019Updated 6 years ago
- ☆71Jan 3, 2023Updated 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.
- Evolution-based Soft Actor-Critic (ESAC)☆42Jul 25, 2024Updated last year
- Combining Evolutionary Algorithms and deep Reinforcement Learning☆19Jul 17, 2018Updated 7 years ago
- (ICML 2024) The official code for EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search☆37Feb 3, 2026Updated 2 months ago
- Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning☆360Oct 12, 2025Updated 6 months ago
- ☆17Dec 12, 2020Updated 5 years ago
- Deep Neuroevolution☆1,663Jan 8, 2024Updated 2 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
- Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"☆22Oct 3, 2022Updated 3 years ago
- A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning☆15Jan 19, 2023Updated 3 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.
- Guided Evolutionary Strategies☆273Apr 6, 2023Updated 3 years ago
- Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning☆22Jan 9, 2020Updated 6 years ago
- Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"☆1,628Oct 31, 2019Updated 6 years ago
- ☆123Feb 16, 2023Updated 3 years ago
- Results reproductions & comparisons between OpenSpiel implementations, associated paper & originating works☆18Mar 2, 2021Updated 5 years ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Jun 24, 2020Updated 5 years ago
- PyTorch implementation of Memory Augmented Self-Play☆52Oct 26, 2020Updated 5 years ago
- A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)☆225Apr 20, 2021Updated 5 years ago
- Code for the paper "Evolved Policy Gradients"☆254Nov 22, 2018Updated 7 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.
- Multi-Agent Determinantal Q-Learning☆43Nov 22, 2022Updated 3 years ago
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆44Nov 15, 2018Updated 7 years ago
- An implementation of the Augmented Random Search algorithm☆428Sep 29, 2021Updated 4 years ago
- Repository for the PGA-MAP-Elites algorithm. PGA-MAP-Elites was developed to efficiently scale MAP-Elites to large genotypes and noisy d…☆60Oct 18, 2021Updated 4 years ago
- RAD: Reinforcement Learning with Augmented Data (code for procgen experiments)☆19Mar 29, 2021Updated 5 years ago
- Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies☆29May 30, 2022Updated 3 years ago
- Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play☆14May 1, 2018Updated 8 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆295Feb 24, 2021Updated 5 years ago
- ☆20Mar 1, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Evolving Neural Network through the Reverse Encoding Tree☆15Jun 2, 2021Updated 4 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Feb 3, 2022Updated 4 years ago
- Panda with Deep Reinforcement Learning Simulation Environment Webots☆10Apr 29, 2021Updated 5 years ago
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Nov 6, 2020Updated 5 years ago
- ☆10Mar 22, 2021Updated 5 years ago
- A library that makes Evolutionary Strategies (ES) simple to use.☆180Apr 14, 2021Updated 5 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