Alternatives and similar repositories for QDgym

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

• ollebompa / PGA-MAP-Elites
  Repository for the PGA-MAP-Elites algorithm. PGA-MAP-Elites was developed to efficiently scale MAP-Elites to large genotypes and noisy d…
  ☆57Updated 3 years ago
• icaros-usc / dqd-rl
  Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
  ☆20Updated 2 years ago
• icaros-usc / dqd
  A python implementation of differentiable quality diversity.
  ☆49Updated 3 years ago
• ucl-dark / skillhack
  SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning
  ☆16Updated 2 years ago
• resibots / pymap_elites
  map elites python reference implementation
  ☆85Updated last year
• younggyoseo / RE3
  RE3: State Entropy Maximization with Random Encoders for Efficient Exploration
  ☆68Updated 3 years ago
• zchuning / latco
  Model-Based Reinforcement Learning via Latent-Space Collocation.
  ☆33Updated 2 years ago
• qgallouedec / lge
  ☆31Updated last year
• kngwyu / mujoco-maze
  Simple maze environments using mujoco-py
  ☆56Updated last year
• Kaixhin / EC
  Episodic Control
  ☆20Updated 2 years ago
• google-deepmind / active_ops
  ☆32Updated 10 months ago
• nigelyaoj / Quality-Similar-Diversity
  Official Implementation for Quality-Similar Diversity via Population Based Reinforcement Learning
  ☆17Updated 2 years ago
• 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
• ElisevanderPol / mdp-homomorphic-networks
  ☆29Updated 4 years ago
• proceduralia / high_replay_ratio_continuous_control
  Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"
  ☆24Updated 2 years ago
• jbmouret / map_elites_tutorial
  Jupyter notebook for the MAP-Elites algorithms (Mouret & Clune, 2015)
  ☆20Updated 2 years ago
• ElisevanderPol / symmetrizer
  ☆31Updated 4 years ago
• jparkerholder / DvD_ES
  Code from the paper "Effective Diversity in Population Based Reinforcement Learning", presented as a spotlight at NeurIPS 2020. This is t…
  ☆44Updated 4 years ago
• YYCAAA / V-MPO_Lunarlander
  Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238
  ☆47Updated 4 years ago
• mklissa / dceo
  Learning diverse options through the Laplacian representation.
  ☆23Updated last year
• evgenii-nikishin / rl_with_resets
  JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"
  ☆100Updated 3 years ago
• yuchen-x / MacroMARL
  ☆21Updated last year
• crisbodnar / pderl
  Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020
  ☆52Updated 10 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
• danijar / ninjax
  General Modules for JAX
  ☆66Updated last month
• ml-jku / OfflineRL
  ☆31Updated 2 years ago
• martius-lab / pink-noise-rl
  ☆43Updated 2 years ago
• Ji4chenLi / Multi-Task-Batch-RL
  ☆26Updated 2 years ago
• tedmoskovitz / TOP
  Implementation of Tactical Optimistic and Pessimistic value estimation
  ☆26Updated last year
• RajGhugare19 / alm
  Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective
  ☆80Updated 2 years ago