icaros-usc / dqdView external linksLinks
A python implementation of differentiable quality diversity.
☆51Oct 29, 2021Updated 4 years ago
Alternatives and similar repositories for dqd
Users that are interested in dqd are comparing it to the libraries listed below
Sorting:
- Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"☆22Oct 3, 2022Updated 3 years ago
- A bare-bones Python library for quality diversity optimization.☆252Dec 18, 2025Updated last month
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Nov 6, 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 5 years ago
- (GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization☆33Mar 20, 2024Updated last year
- Official Implementation for Quality-Similar Diversity via Population Based Reinforcement Learning☆19Dec 26, 2025Updated last month
- ☆11Dec 19, 2023Updated 2 years ago
- Code for the paper "Learning Step-Size Adaptation in CMA-ES"☆12Mar 24, 2023Updated 2 years ago
- Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven Optimization (ICML 2024)☆19Apr 6, 2025Updated 10 months ago
- Adaptable Agent Populations via a Generative Model of Policies☆12Oct 14, 2021Updated 4 years ago
- Website for Quality-Diversity optimisation algorithms☆49Dec 17, 2025Updated last month
- ☆14Jun 26, 2019Updated 6 years ago
- Train or evolve controllable and diverse level-generators.☆46Mar 2, 2024Updated last year
- Tutorial on Multi-Objective Recommender Systems @ KDD 2021☆19Dec 4, 2022Updated 3 years ago
- A collection of papers on divergence and quality diversity☆79Aug 12, 2022Updated 3 years ago
- ☆17Dec 12, 2020Updated 5 years ago
- ☆22May 3, 2022Updated 3 years ago
- (CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems☆19Nov 16, 2023Updated 2 years ago
- Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies☆29May 30, 2022Updated 3 years ago
- Public Release of Plan2vec Implementation in pyTorch☆57Oct 28, 2022Updated 3 years ago
- ☆21Mar 15, 2023Updated 2 years ago
- [ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang☆63Dec 30, 2021Updated 4 years ago
- ☆20Jul 16, 2019Updated 6 years ago
- OpenAI Gym environment for DART robotics simulator.☆22Apr 17, 2018Updated 7 years ago
- Guided Evolutionary Strategies☆272Apr 6, 2023Updated 2 years ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Jun 24, 2020Updated 5 years ago
- Minimalistic Google Docs based workflow for Distill.pub☆10Jun 14, 2023Updated 2 years ago
- [IEEE TSIPN' 2022] "Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks", by Ting-Kuei Hu, Fernan…☆15Feb 4, 2022Updated 4 years ago
- ☆12Aug 13, 2022Updated 3 years ago
- implementation of Wasserstein Natural Policy Gradients and Wasserstein Natural Evolution Strategies☆13Mar 9, 2021Updated 4 years ago
- 🖼️📊☆11Jun 9, 2020Updated 5 years ago
- Vectorization techniques for fast population-based training.☆57Aug 12, 2022Updated 3 years ago
- ☆30Jan 17, 2022Updated 4 years ago
- Map-Elites based on Evolution Strategies☆32Feb 11, 2022Updated 4 years ago
- Plannable Approximations to MDP Homomorphisms: Equivariance under Actions☆30Jun 30, 2020Updated 5 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- Pretraining summarization models using a corpus of nonsense☆13Sep 28, 2021Updated 4 years ago
- Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization☆58Oct 16, 2020Updated 5 years ago
- Code for Automatic Curriculum Learning through Value Disagreement☆31Jun 15, 2020Updated 5 years ago