DreamerV3 World Model RL from Scratch — Educational implementation of model-based reinforcement learning
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Feb 15, 2026 - Python
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rssm
Here are 6 public repositories matching this topic...
A neural network learns Pac-Man, a world model learns to dream the game, and a third agent learns to play entirely inside those dreams. PPO → RSSM world model → imagination training → online dream loop. Custom vectorized NumPy engine, PyTorch, built from scratch.
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Apr 6, 2026 - Python
Sonification and visualization of latent space deviations in industrial RSSM models — reconstructing tacit knowledge of skilled workers through data-driven perceptual transduction.
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Mar 21, 2026 - HTML
World model (Dreamer/RSSM) vs. model-free PPO for cooperative multi-agent control on PettingZoo Multiwalker with shared policy
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Mar 23, 2026 - Python
Train a neural world model on your own video data, then play it live with WASD. Record → Kaggle → Play
reinforcement-learning computer-vision deep-learning neural-network pygame pytorch kaggle gru generative-model vae self-supervised dreamer video-prediction world-model rssm
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Mar 19, 2026 - Jupyter Notebook
This project tests that hypothesis using two 1D physical phenomena — heat diffusion and Burgers equation — as elementary World Models, and advection-diffusion as the compound target phenomenon that neither model can represent alone.
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Mar 23, 2026 - Python
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