icaros-usc / dqdLinks
A python implementation of differentiable quality diversity.
☆51Updated 4 years ago
Alternatives and similar repositories for dqd
Users that are interested in dqd are comparing it to the libraries listed below
Sorting:
- Generalised UDRL☆37Updated 3 years ago
- map elites python reference implementation☆96Updated 2 years ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆44Updated 4 years ago
- Variational Reinforcement Learning☆17Updated last year
- PyTorch Package For Quasimetric Learning☆45Updated last year
- Plannable Approximations to MDP Homomorphisms: Equivariance under Actions☆30Updated 5 years ago
- Code for Powderworld: A Platform for Understanding Generalization via Rich Task Distributions☆73Updated last year
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Updated 2 years ago
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Updated 5 years ago
- ☆20Updated 6 years ago
- Implicit Normalizing Flows + Reinforcement Learning☆62Updated 6 years ago
- ☆32Updated 4 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆34Updated 2 years ago
- Clockwork VAEs in JAX/Flax☆32Updated 4 years ago
- Sandbox environment for generalizable agent research☆26Updated 3 years ago
- Official implementation of DynE, Dynamics-aware Embeddings for RL☆44Updated 4 years ago
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆29Updated 3 years ago
- GPT implementation in Flax☆18Updated 4 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆46Updated 3 years ago
- Official codebase for Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings.☆21Updated 4 years ago
- Vectorization techniques for fast population-based training.☆57Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- ☆17Updated 5 years ago
- flexible meta-learning in jax☆16Updated 2 years ago
- ☆30Updated 4 years ago
- ☆17Updated 4 years ago
- Simplistic Pytorch Implementation of the Dreamer-RL☆20Updated 8 months ago
- Code for paper "Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning".☆14Updated 4 years ago
- Latent World Models For Intrinsically Motivated Exploration | Official repository☆22Updated 4 years ago
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆116Updated 6 years ago