icaros-usc / pyribs
A bare-bones Python library for quality diversity optimization.
☆218Updated last week
Alternatives and similar repositories for pyribs:
Users that are interested in pyribs are comparing it to the libraries listed below
- Accelerated Quality-Diversity☆290Updated this week
- map elites python reference implementation☆82Updated last year
- Evolution Strategies in JAX 🦎☆605Updated last month
- Website for Quality-Diversity optimisation algorithms☆43Updated last month
- Modular framework for Reinforcement Learning in python☆172Updated 2 years ago
- ☆101Updated last year
- Baselines for gymnax 🤖☆66Updated 2 years ago
- A grid-world game engine for game AI research☆240Updated last year
- ☆299Updated 4 months ago
- ⚡ Flashbax: Accelerated Replay Buffers in JAX☆234Updated last month
- An easy-to-use reinforcement learning library for research and education.☆167Updated last week
- A library that makes Evolutionary Strategies (ES) simple to use.☆180Updated 4 years ago
- RL Environments in JAX 🌍☆744Updated 10 months ago
- megastep helps you build 1-million FPS reinforcement learning environments on a single GPU☆135Updated 3 years ago
- JAX implementations of core Deep RL algorithms☆79Updated 3 years ago
- Accelerated minigrid environments with JAX☆135Updated 9 months ago
- A collection of papers on divergence and quality diversity☆76Updated 2 years ago
- Partially Observable Process Gym☆187Updated 10 months ago
- impact-driven-exploration☆131Updated last year
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆675Updated 2 years ago
- Fully differentiable RL environments, written in Ivy.☆64Updated last year
- 🐈⬛ Contextual bandits library for continuous action trees with smoothing in JAX☆66Updated 2 years ago
- (Crafter + NetHack) in JAX. ICML 2024 Spotlight.☆311Updated 2 months ago
- Hardware-Accelerated Reinforcement Learning Algorithms in pure Jax!☆205Updated last month
- From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..☆231Updated 10 months ago
- Benchmarking RL generalization in an interpretable way.☆154Updated last month
- Neuro-evolution for OpenAI Gym environments☆56Updated 4 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆199Updated 2 years ago
- Paired Open-Ended Trailblazer (POET) and Enhanced POET☆248Updated 3 years ago
- A collection of RL algorithms written in JAX.☆97Updated 2 years ago