Alternatives and similar repositories for world-models-papers

Users that are interested in world-models-papers are comparing it to the libraries listed below

• chandar-lab / Recall2Imagine
  Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024
  ☆70Updated last year
• dibyaghosh / icvf_release
  Public code for "Reinforcement Learning from Passive Data via Latent Intentions"
  ☆89Updated last year
• seohongpark / HILP
  Foundation Policies with Hilbert Representations (ICML 2024)
  ☆89Updated last year
• UT-Austin-RPL / amago
  a simple and scalable agent for training adaptive policies with sequence-based RL
  ☆131Updated last week
• Alescontrela / viper_rl
  Using advances in generative modeling to learn reward functions from unlabeled videos.
  ☆132Updated last year
• schmidtdominik / LAPO
  Code for the ICLR 2024 spotlight paper: "Learning to Act without Actions" (introducing Latent Action Policies)
  ☆116Updated 11 months ago
• jrobine / twm
  Transformer-based World Models
  ☆83Updated 2 years ago
• AlignmentResearch / vlmrm
  ☆59Updated last year
• FLAIROx / jafar
  JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"
  ☆67Updated 5 months ago
• ml-jku / L2M
  Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)
  ☆59Updated 9 months ago
• jlin816 / homegrid
  A minimal home grid world environment to evaluate language understanding in interactive agents.
  ☆22Updated last year
• seohongpark / METRA
  METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)
  ☆70Updated last year
• kvfrans / fre
  Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"
  ☆57Updated last year
• mazpie / genrl
  [NeurIPS 2024] GenRL: Multimodal-foundation world models enable grounding language and video prompts into embodied domains, by turning th…
  ☆78Updated 3 months ago
• Div99 / XQL
  Extreme Q-Learning: Max Entropy RL without Entropy
  ☆87Updated 2 years ago
• facebookresearch / gen_dgrl
  Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024
  ☆28Updated 11 months ago
• weipu-zhang / STORM
  ☆93Updated last year
• philippe-eecs / IDQL
  Repo for Implicit Diffusion Q-Learning
  ☆111Updated last year
• seohongpark / ogbench
  A benchmark for offline goal-conditioned RL and offline RL
  ☆196Updated 2 weeks ago
• facebookresearch / mtm
  MTM Masked Trajectory Models for Prediction, Representation, and Control.
  ☆156Updated 2 years ago
• SonyResearch / simba
  ☆99Updated 4 months ago
• seohongpark / fql
  The official implementation of flow Q-learning (FQL)
  ☆165Updated 4 months ago
• nakamotoo / Cal-QL
  official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning
  ☆102Updated 11 months ago
• conglu1997 / SynthER
  Synthetic Experience Replay
  ☆94Updated last year
• facebookresearch / MRQ
  MR.Q is a general-purpose model-free reinforcement learning algorithm.
  ☆105Updated 3 weeks ago
• marc-rigter / polygrad-world-models
  Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024
  ☆66Updated last year
• mazpie / mastering-urlb
  [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …
  ☆40Updated last year
• FangchenLiu / MaskDP_public
  Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022
  ☆44Updated last year
• chongyi-zheng / infom
  Implementations of Intention-conditioned Flow Occupancy Models (InFOM)
  ☆18Updated 3 weeks ago
• conglu1997 / v-d4rl
  Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations
  ☆103Updated last year