resibots / pymap_elitesLinks
map elites python reference implementation
☆93Updated last year
Alternatives and similar repositories for pymap_elites
Users that are interested in pymap_elites are comparing it to the libraries listed below
Sorting:
- A bare-bones Python library for quality diversity optimization.☆237Updated this week
- A collection of papers on divergence and quality diversity☆77Updated 3 years ago
- Website for Quality-Diversity optimisation algorithms☆46Updated 2 months ago
- Accelerated Quality-Diversity☆316Updated 2 months ago
- ☆20Updated 6 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆55Updated 2 years ago
- A collection of RL algorithms written in JAX.☆103Updated 3 years ago
- Baselines for gymnax 🤖☆71Updated 2 years ago
- A python implementation of differentiable quality diversity.☆49Updated 3 years ago
- Repository for the QDgym code. A framework for Quality Diversity optimization benchmark tasks based OpenAI Gym.☆24Updated 4 years ago
- Fully differentiable RL environments, written in Ivy.☆65Updated 2 years ago
- A mini library for Policy Gradients with Parameter-based Exploration, with reference implementation of the ClipUp optimizer (https://arxi…☆71Updated 4 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆58Updated 3 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆89Updated 4 years ago
- Neuro-evolution for OpenAI Gym environments☆57Updated 4 years ago
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Updated 4 years ago
- General Modules for JAX☆67Updated 4 months ago
- A JAX Implementation of the Twin Delayed DDPG Algorithm☆35Updated 5 years ago
- Revisiting Rainbow☆75Updated 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…☆58Updated 3 years ago
- Vectorization techniques for fast population-based training.☆56Updated 3 years ago
- PAIRED in PyTorch 🔥☆63Updated 2 years ago
- JAX implementations of core Deep RL algorithms☆82Updated 3 years ago
- Map-Elites based on Evolution Strategies☆32Updated 3 years ago
- Model-based reinforcement learning in TensorFlow☆56Updated 4 years ago
- Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization☆55Updated 4 years ago
- ☆50Updated 3 years ago
- A library that makes Evolutionary Strategies (ES) simple to use.☆180Updated 4 years ago
- Modular framework for Reinforcement Learning in python☆175Updated 2 years ago
- Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.☆133Updated last year