Codebase for Evolutionary Reinforcement Learning (ERL) from the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" published at NeurIPS 2018
☆253Sep 13, 2020Updated 6 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☆109Nov 17, 2020Updated 5 years ago
- Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020☆59Jul 25, 2024Updated 2 years ago
- This is the official implementation of ERL-Re2.☆73Jun 18, 2024Updated 2 years ago
- ☆11Sep 4, 2019Updated 7 years ago
- Evolution-based Soft Actor-Critic (ESAC)☆42Jul 25, 2024Updated 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.
- ☆72Jan 3, 2023Updated 3 years ago
- (ICML 2024) The official code for EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search☆39Feb 3, 2026Updated 9 months ago
- Combining Evolutionary Algorithms and deep Reinforcement Learning☆19Jul 17, 2018Updated 8 years ago
- Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning☆399Aug 29, 2026Updated 2 months ago
- ☆17Dec 12, 2020Updated 5 years ago
- Code from the paper "Effective Diversity in Population Based Reinforcement Learning", presented as a spotlight at NeurIPS 2020. This is t…☆45Oct 29, 2020Updated 6 years ago
- Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning☆22Jan 9, 2020Updated 6 years ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Jun 24, 2020Updated 6 years ago
- Deep Neuroevolution☆1,669Jan 8, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning☆16Jan 19, 2023Updated 3 years ago
- Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"☆21Oct 3, 2022Updated 4 years ago
- Guided Evolutionary Strategies☆273Apr 6, 2023Updated 3 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 6 years ago
- A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)☆229Apr 20, 2021Updated 5 years ago
- Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"☆1,638Oct 31, 2019Updated 7 years ago
- **Sferes2 module** CVT-MAP-Elites module for Sferes2☆10Dec 2, 2018Updated 7 years ago
- An implementation of the Augmented Random Search algorithm☆436Sep 29, 2021Updated 5 years ago
- Code for the paper "Evolved Policy Gradients"☆254Nov 22, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆122Feb 16, 2023Updated 3 years ago
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆45Nov 15, 2018Updated 7 years ago
- Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies☆29May 30, 2022Updated 4 years ago
- Results reproductions & comparisons between OpenSpiel implementations, associated paper & originating works☆18Mar 2, 2021Updated 5 years ago
- Map-Elites based on Evolution Strategies☆34Feb 11, 2022Updated 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…☆59Oct 18, 2021Updated 5 years ago
- RAD: Reinforcement Learning with Augmented Data (code for procgen experiments)☆19Mar 29, 2021Updated 5 years ago
- PyTorch implementation of Memory Augmented Self-Play☆52Oct 26, 2020Updated 6 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆294Feb 24, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for the paper "Phasic Policy Gradient"☆265Apr 2, 2023Updated 3 years ago
- ☆36Aug 10, 2018Updated 8 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆71Aug 11, 2023Updated 3 years ago
- Distributed implementation of popular evolutionary methods☆63Dec 26, 2017Updated 8 years ago
- Multi-Agent Determinantal Q-Learning☆43Nov 22, 2022Updated 3 years ago
- ☆62Jun 22, 2018Updated 8 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,118Jul 14, 2023Updated 3 years ago