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 3 years ago
• ucl-dark / skillhack
  SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning
  ☆14Updated 2 years ago
• automl / CARL
  Benchmarking RL generalization in an interpretable way.
  ☆138Updated 11 months ago
• evgenii-nikishin / rl_with_resets
  JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"
  ☆102Updated 2 years ago
• martius-lab / pink-noise-rl
  ☆41Updated last year
• MarcoMeter / endless-memory-gym
  Challenging Memory-based Deep Reinforcement Learning Agents
  ☆92Updated 3 months ago
• jurgisp / memory-maze
  Evaluating long-term memory of reinforcement learning algorithms
  ☆138Updated last year
• samlobel / CFN
  Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023
  ☆19Updated last year
• kngwyu / mujoco-maze
  Simple maze environments using mujoco-py
  ☆54Updated last year
• vincent-thevenin / DreamerV2-Pytorch
  Pytorch implementation of DreamerV2: MASTERING ATARI WITH DISCRETE WORLD MODELS
  ☆50Updated 3 years ago
• crisbodnar / pderl
  Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020
  ☆50Updated 6 months ago
• ahmed-touati / controllable_agent
  ☆41Updated last year
• Howuhh / sac-n-jax
  Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch
  ☆47Updated last year
• adityabingi / Dreamer
  Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite
  ☆34Updated 2 years ago
• facebookresearch / level-replay
  This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …
  ☆85Updated 3 years ago
• instadeepai / marl-eval
  A tool for aggregating and plotting MARL experiment data.
  ☆68Updated last week
• flowersteam / TeachMyAgent
  TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.
  ☆67Updated last year
• tedmoskovitz / TOP
  Implementation of Tactical Optimistic and Pessimistic value estimation
  ☆24Updated last year
• Egiob / DiversityIsAllYouNeed-SB3
  Implementation of Diversity Is All You Need (DIAYN) on top of Stable Baselines 3.
  ☆12Updated 2 years ago
• FLAIROx / JaxGL
  Simple JAX Graphics Library.
  ☆29Updated 2 months ago
• ucl-dark / paired
  PAIRED in PyTorch 🔥
  ☆57Updated last year
• danijar / crafter-baselines
  Docker containers of baseline agents for the Crafter environment
  ☆28Updated 3 years ago
• RajGhugare19 / alm
  Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective
  ☆80Updated last year
• RobertTLange / gymnax-blines
  Baselines for gymnax 🤖
  ☆61Updated last year
• joonleesky / train-procgen-pytorch
  Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.
  ☆31Updated 4 years ago
• proceduralia / high_replay_ratio_continuous_control
  Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"
  ☆22Updated last year
• resibots / pymap_elites
  map elites python reference implementation
  ☆79Updated last year
• denisyarats / exorl
  ExORL: Exploratory Data for Offline Reinforcement Learning
  ☆107Updated 2 years ago
• toshikwa / rljax
  A collection of RL algorithms written in JAX.
  ☆95Updated 2 years ago
• nigelyaoj / Quality-Similar-Diversity
  Official Implementation for Quality-Similar Diversity via Population Based Reinforcement Learning
  ☆17Updated last year