Alternatives and similar repositories for LeanRL

Users that are interested in LeanRL are comparing it to the libraries listed below

• luchris429 / purejaxrl
  Really Fast End-to-End Jax RL Implementations
  ☆882Updated 8 months ago
• MichaelTMatthews / Craftax
  (Crafter + NetHack) in JAX. ICML 2024 Spotlight.
  ☆314Updated last week
• FLAIROx / JaxMARL
  Multi-Agent Reinforcement Learning with JAX
  ☆581Updated this week
• EdanToledo / Stoix
  🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL
  ☆328Updated this week
• keraJLi / rejax
  Hardware-Accelerated Reinforcement Learning Algorithms in pure Jax!
  ☆217Updated last week
• RobertTLange / gymnax
  RL Environments in JAX 🌍
  ☆758Updated last week
• araffin / sbx
  SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms
  ☆455Updated 2 weeks ago
• Eclectic-Sheep / sheeprl
  Distributed Reinforcement Learning accelerated by Lightning Fabric
  ☆377Updated last week
• FLAIROx / Kinetix
  Reinforcement learning on general 2D physics environments in JAX. ICLR 2025 Oral.
  ☆184Updated 2 months ago
• ikostrikov / jaxrl
  JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
  ☆684Updated 2 years ago
• mohmdelsayed / streaming-drl
  Deep reinforcement learning without experience replay, target networks, or batch updates.
  ☆250Updated 2 months ago
• Farama-Foundation / Minari
  A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
  ☆393Updated last week
• facebookresearch / minimax
  Efficient baselines for autocurricula in JAX.
  ☆187Updated 9 months ago
• openrlbenchmark / openrlbenchmark
  ☆229Updated 6 months ago
• instadeepai / flashbax
  ⚡ Flashbax: Accelerated Replay Buffers in JAX
  ☆236Updated 2 months ago
• imbue-ai / carbs
  Cost aware hyperparameter tuning algorithm
  ☆153Updated 11 months ago
• instadeepai / jumanji
  🕹️ A diverse suite of scalable reinforcement learning environments in JAX
  ☆731Updated 3 weeks ago
• google-research / rliable
  [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
  ☆831Updated 9 months ago
• Farama-Foundation / Shimmy
  An API conversion tool for popular external reinforcement learning environments
  ☆166Updated 4 months ago
• AgileRL / AgileRL
  Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
  ☆769Updated this week
• mttga / purejaxql
  Simple single-file baselines for Q-Learning in pure-GPU setting
  ☆165Updated 2 months ago
• facebookresearch / MRQ
  MR.Q is a general-purpose model-free reinforcement learning algorithm.
  ☆100Updated last month
• epignatelli / navix
  Accelerated minigrid environments with JAX
  ☆138Updated 2 weeks ago
• sotetsuk / pgx
  ♟️ Vectorized RL game environments in JAX
  ☆480Updated 2 months ago
• rl-tools / rl-tools
  The Fastest Deep Reinforcement Learning Library
  ☆814Updated 3 weeks ago
• lucidrains / q-transformer
  Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind
  ☆375Updated 2 weeks ago
• RobertTLange / evosax
  Evolution Strategies in JAX 🦎
  ☆624Updated last week
• adaptive-intelligent-robotics / QDax
  Accelerated Quality-Diversity
  ☆301Updated this week
• facebookresearch / BenchMARL
  A collection of MARL benchmarks based on TorchRL
  ☆400Updated 3 weeks ago
• alex-petrenko / sample-factory
  High throughput synchronous and asynchronous reinforcement learning
  ☆904Updated last week