Alternatives and similar repositories for PGA-MAP-Elites

Users that are interested in PGA-MAP-Elites are comparing it to the libraries listed below

• ollebompa / QDgym
  Repository for the QDgym code. A framework for Quality Diversity optimization benchmark tasks based OpenAI Gym.
  ☆22Updated 4 years ago
• MarcoMeter / endless-memory-gym
  Challenging Memory-based Deep Reinforcement Learning Agents
  ☆99Updated 7 months ago
• automl / CARL
  Benchmarking RL generalization in an interpretable way.
  ☆156Updated 2 months ago
• Reytuag / transformerXL_PPO_JAX
  ☆80Updated 7 months ago
• RobertTLange / gymnax-blines
  Baselines for gymnax 🤖
  ☆66Updated 2 years ago
• DramaCow / jaxued
  ☆79Updated 2 months ago
• vwxyzjn / cleanba
  CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL
  ☆112Updated 9 months ago
• bmazoure / ppo_jax
  Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…
  ☆56Updated 2 years ago
• luchris429 / popjaxrl
  Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]
  ☆101Updated last year
• mklissa / dceo
  Learning diverse options through the Laplacian representation.
  ☆23Updated last year
• dojeon-ai / SimbaV2
  Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"
  ☆46Updated last month
• mttga / purejaxql
  Simple single-file baselines for Q-Learning in pure-GPU setting
  ☆167Updated 2 months ago
• danijar / ninjax
  General Modules for JAX
  ☆66Updated last month
• facebookresearch / MRQ
  MR.Q is a general-purpose model-free reinforcement learning algorithm.
  ☆100Updated last month
• nissymori / JAX-CORL
  Clean single-file implementation of offline RL algorithms in JAX
  ☆145Updated 5 months ago
• ucl-dark / skillhack
  SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning
  ☆16Updated 2 years ago
• MichaelTMatthews / Jax2D
  Highly scalable 2D JAX physics engine.
  ☆57Updated 2 months ago
• FLAIROx / jaxirl
  Contains JAX implementation of algorithms for inverse reinforcement learning
  ☆73Updated 9 months ago
• icaros-usc / dqd-rl
  Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
  ☆20Updated 2 years ago
• resibots / pymap_elites
  map elites python reference implementation
  ☆85Updated last year
• schmidtdominik / Rainbow
  Rainbow DQN implementation accompanying the paper "Fast and Data-Efficient Training of Rainbow" which reaches 205.7 median HNS after 10M …
  ☆45Updated 3 years ago
• luchris429 / JaxLife
  An Open-Ended Agentic Simulator
  ☆51Updated 9 months ago
• keraJLi / synthetic-gymnax
  Drop-in environment replacements that make your RL algorithm train faster.
  ☆20Updated 11 months ago
• adityabingi / Dreamer
  Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite
  ☆39Updated 2 years ago
• MichaelTMatthews / Craftax_Baselines
  ☆19Updated 3 weeks ago
• seohongpark / HILP
  Foundation Policies with Hilbert Representations (ICML 2024)
  ☆88Updated last year
• toshikwa / rljax
  A collection of RL algorithms written in JAX.
  ☆97Updated 2 years ago
• FLAIROx / JaxGL
  Simple JAX Graphics Library.
  ☆36Updated 7 months ago
• icaros-usc / dqd
  A python implementation of differentiable quality diversity.
  ☆49Updated 3 years ago
• FLAIROx / popjym
  POPGym Library in JAX
  ☆11Updated last year