Code from the paper "Effective Diversity in Population Based Reinforcement Learning", presented as a spotlight at NeurIPS 2020. This is the Evolution Strategies implementation, but of course the method can be used for gradient based RL algorithms (e.g. TD3).
☆46Oct 29, 2020Updated 5 years ago
Alternatives and similar repositories for DvD_ES
Users that are interested in DvD_ES are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Jun 24, 2020Updated 5 years ago
- ☆17Dec 12, 2020Updated 5 years ago
- Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning☆22Jan 9, 2020Updated 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
- Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies☆29May 30, 2022Updated 3 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.
- A python implementation of differentiable quality diversity.☆51Oct 29, 2021Updated 4 years ago
- Adaptable Agent Populations via a Generative Model of Policies☆12Oct 14, 2021Updated 4 years ago
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Jul 6, 2023Updated 2 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- Vectorization techniques for fast population-based training.☆57Apr 26, 2026Updated last week
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Nov 6, 2020Updated 5 years ago
- ♊ Minimal PyTorch Twin Delayed DDPG (TD3) implementation