Mastering Diverse Domains through World Models
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Apr 11, 2025 - Python
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world-models
Here are 86 public repositories matching this topic...
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.
machine-learning research reinforcement-learning deep-learning artificial-intelligence atari world-models diffusion-models
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Dec 6, 2024 - Python
Mastering Atari with Discrete World Models
machine-learning research reinforcement-learning deep-learning robotics artificial-intelligence atari video-prediction world-models
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Jan 21, 2023 - Python
Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
machine-learning research reinforcement-learning deep-learning transformers artificial-intelligence atari world-models
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Oct 14, 2024 - Python
[CVPR 2024 Highlight] GenAD: Generalized Predictive Model for Autonomous Driving
autonomous-driving large-dataset general-artificial-intelligence video-generation world-models video-dataset embodied-ai policy-learning foundation-model
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Jan 24, 2025 - Python
Dream to Control: Learning Behaviors by Latent Imagination
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Sep 10, 2021 - Python
A curated list of world models for autonomous driving. Keep updated.
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Jun 21, 2025
DayDreamer: World Models for Physical Robot Learning
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Dec 19, 2022 - Jupyter Notebook
A comprehensive survey of forging vision foundation models for autonomous driving, including challenges, methodologies, and opportunities.
survey autonomous-driving nerf diffusion adaptation world-models pre-training large-language-models end-to-end-autonomous-driving foundation-model 3dgs
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Jul 1, 2024
An open source code repository of driving world models, with training, inferencing, evaluation tools, and pretrained checkpoints.
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Jun 19, 2025 - Python
A most Frontend Collection and survey of vision-language model papers, and models GitHub repository
reinforcement-learning clip claude world-models multimodal-models sota-model llava blip2 gpt-4v gemini-pro deepseek vision-language-models qwen-vl llama-vision-model multimodal-benchmarks vision-language-model-applications
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Jun 5, 2025
World Model based Autonomous Driving Platform in CARLA 🚗
reinforcement-learning gym autonomous-driving model-based-rl carla dreamer world-models dreamerv2 foundation-models dreamerv3
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Mar 20, 2025 - Python
TesserAct: Learning 4D Embodied World Models
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Jun 19, 2025 - Python
《多模态大模型：新一代人工智能技术范式》作者：刘阳，林倞
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Dec 5, 2024 - HTML
A structured implementation of MuZero
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Jun 4, 2022 - Python
Code for "DrivingWorld: Constructing World Model for Autonomous Driving via Video GPT"
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Jan 15, 2025 - Python
Implementation of a framework for Genie2 in Pytorch
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Jan 7, 2025 - Python
Implementation of the new SOTA for model based RL, from the paper "Improving Transformer World Models for Data-Efficient RL", in Pytorch
deep-learning transformers artificial-intelligence attention-mechanism model-based-reinforcement-learning world-models
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May 2, 2025 - Python
Find and Play Generative Games Locally
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Feb 20, 2025 - Astro
A comprehensive list of papers investigating physical cognition in video generation, including papers, codes, and related websites.
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Jun 16, 2025
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