luchris429 / purejaxrlLinks
Really Fast End-to-End Jax RL Implementations
β969Updated last year
Alternatives and similar repositories for purejaxrl
Users that are interested in purejaxrl are comparing it to the libraries listed below
Sorting:
- RL Environments in JAX πβ826Updated 5 months ago
- Multi-Agent Reinforcement Learning with JAXβ679Updated this week
- πΉοΈ A diverse suite of scalable reinforcement learning environments in JAXβ771Updated last week
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithmsβ523Updated 3 weeks ago
- ποΈA research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX β’ End-to-End JAX RLβ368Updated 2 weeks ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.β728Updated 3 years ago
- Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hβ¦β841Updated last week
- LeanRL is a fork of CleanRL, where selected PyTorch scripts optimized for performance using compile and cudagraphs.β645Updated 2 months ago
- Distributed Reinforcement Learning accelerated by Lightning Fabricβ405Updated last week
- High throughput synchronous and asynchronous reinforcement learningβ949Updated last week
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.β852Updated last year
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilitiesβ453Updated 3 weeks ago
- A suite of test scenarios for multi-agent reinforcement learning.β752Updated last week
- βοΈ Vectorized RL game environments in JAXβ539Updated 8 months ago
- β‘ Flashbax: Accelerated Replay Buffers in JAXβ258Updated last month
- (Crafter + NetHack) in JAX. ICML 2024 Spotlight.β349Updated 4 months ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.β1,205Updated last year
- Evolution Strategies in JAX π¦β680Updated last month
- Hardware-Accelerated Reinforcement Learning Algorithms in pure Jax!β244Updated 2 weeks ago
- β241Updated 11 months ago
- Library for Model Based RLβ1,029Updated last year
- π¦ A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAXβ852Updated this week
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.β914Updated last year
- Accelerated Quality-Diversityβ326Updated 2 weeks ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (β¦β481Updated last year
- Multi-objective Gymnasium environments for reinforcement learningβ351Updated 4 months ago
- β1,372Updated last month
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL algβ¦β501Updated 2 weeks ago
- Benchmarking the Spectrum of Agent Capabilitiesβ488Updated last year
- A Python interface for reinforcement learning environmentsβ385Updated 2 years ago