luchris429 / purejaxrl

Related projects: ⓘ

• RobertTLange / gymnax
  RL Environments in JAX 🌍
  ☆607Updated 2 months ago
• FLAIROx / JaxMARL
  Multi-Agent Reinforcement Learning with JAX
  ☆394Updated this week
• instadeepai / jumanji
  🕹️ A diverse suite of scalable reinforcement learning environments in JAX
  ☆583Updated 2 months ago
• ikostrikov / jaxrl
  JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
  ☆607Updated last year
• google-research / rliable
  [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
  ☆744Updated last month
• alex-petrenko / sample-factory
  High throughput synchronous and asynchronous reinforcement learning
  ☆795Updated 2 weeks ago
• google-deepmind / meltingpot
  A suite of test scenarios for multi-agent reinforcement learning.
  ☆583Updated this week
• Farama-Foundation / Minari
  A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
  ☆260Updated this week
• araffin / sbx
  SBX: Stable Baselines Jax (SB3 + Jax)
  ☆319Updated 3 weeks ago
• sail-sg / envpool
  C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
  ☆1,066Updated last month
• EdanToledo / Stoix
  🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL
  ☆204Updated this week
• AgileRL / AgileRL
  Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
  ☆573Updated last week
• sotetsuk / pgx
  ♟️ Vectorized RL game environments in JAX
  ☆391Updated this week
• facebookresearch / mbrl-lib
  Library for Model Based RL
  ☆953Updated 2 months ago
• google-deepmind / dqn_zoo
  DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…
  ☆450Updated 5 months ago
• Farama-Foundation / MO-Gymnasium
  Multi-objective Gymnasium environments for reinforcement learning
  ☆270Updated last week
• Eclectic-Sheep / sheeprl
  Distributed Reinforcement Learning accelerated by Lightning Fabric
  ☆302Updated this week
• NM512 / dreamerv3-torch
  Implementation of Dreamer v3 in pytorch.
  ☆382Updated 6 months ago
• openrlbenchmark / openrlbenchmark
  ☆191Updated 7 months ago
• salesforce / warp-drive
  Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)
  ☆457Updated last month
• facebookresearch / BenchMARL
  A collection of MARL benchmarks based on TorchRL
  ☆234Updated last week
• jannerm / trajectory-transformer
  Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"
  ☆452Updated last year
• instadeepai / Mava
  🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
  ☆696Updated 2 weeks ago
• vwxyzjn / ppo-implementation-details
  The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization
  ☆611Updated 5 months ago
• google-deepmind / dm_env
  A Python interface for reinforcement learning environments
  ☆344Updated last year
• YeWR / EfficientZero
  Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.
  ☆860Updated 8 months ago
• Farama-Foundation / D4RL
  A collection of reference environments for offline reinforcement learning
  ☆1,290Updated 7 months ago
• Farama-Foundation / MAgent2
  An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
  ☆217Updated last month
• HumanCompatibleAI / imitation
  Clean PyTorch implementations of imitation and reward learning algorithms
  ☆1,271Updated last month
• instadeepai / flashbax
  ⚡ Flashbax: Accelerated Replay Buffers in JAX
  ☆194Updated 3 weeks ago