Alternatives and similar repositories for PMA:

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

• kvfrans / fre
  Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"
  ☆53Updated 11 months ago
• seohongpark / METRA
  METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)
  ☆64Updated last year
• seohongpark / CSD-locomotion
  Controllability-Aware Unsupervised Skill Discovery (ICML 2023)
  ☆24Updated last year
• seohongpark / HIQL
  HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)
  ☆77Updated 3 months ago
• seohongpark / LSD
  Lipschitz-constrained Unsupervised Skill Discovery (ICLR 2022)
  ☆36Updated last year
• PKU-RL / PTGM
  Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning
  ☆25Updated last year
• facebookresearch / gen_dgrl
  Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024
  ☆28Updated 7 months ago
• penn-pal-lab / peg
  Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.
  ☆77Updated 9 months ago
• mazpie / mastering-urlb
  [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …
  ☆37Updated last year
• hychen-naza / LEAP
  ☆15Updated last year
• mazpie / choreographer
  [ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to effi…
  ☆40Updated 8 months ago
• architsharma97 / earl_benchmark
  EARL: Environment for Autonomous Reinforcement Learning
  ☆36Updated 2 years ago
• steventango / jumpstart-rl
  Implementation of Jump-Start Reinforcement Learning (JSRL) with Stable Baselines3
  ☆31Updated last year
• RajGhugare19 / stitching-is-combinatorial-generalisation
  [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.
  ☆23Updated 10 months ago
• rll-research / finetune-vs-metarl
  ☆14Updated 2 years ago
• keynans / HypeRL
  Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)
  ☆25Updated 3 years ago
• rmrafailov / LOMPO
  Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models
  ☆30Updated 3 years ago
• ml-jku / L2M
  Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)
  ☆55Updated 5 months ago
• zchuning / latco
  Model-Based Reinforcement Learning via Latent-Space Collocation.
  ☆32Updated last year
• scottemmons / rvs
  Reinforcement Learning via Supervised Learning
  ☆71Updated 2 years ago
• FangchenLiu / MaskDP_public
  Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022
  ☆43Updated last year
• OffDynamicsRL / off-dynamics-rl
  ☆41Updated 3 months ago
• yobibyte / amorpheus
  My Body Is A Cage
  ☆39Updated 3 years ago
• orybkin / lexa
  Discovering and Achieving Goals via World Models, NeurIPS 2021
  ☆85Updated last year
• seohongpark / CSD-manipulation
  Controllability-Aware Unsupervised Skill Discovery (ICML 2023)
  ☆31Updated last year
• ademiadeniji / irm
  Intrinsic Reward Matching (IRM) implementation (from Adeniji and Xie et al 2022)
  ☆43Updated last year
• seohongpark / HILP
  Foundation Policies with Hilbert Representations (ICML 2024)
  ☆79Updated 10 months ago
• rmrafailov / VMAIL
  ☆22Updated 3 years ago
• conglu1997 / v-d4rl
  Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations
  ☆99Updated 9 months ago
• akakzia / decstr
  ☆15Updated 3 years ago