# Dreamer4 Docs

## Docs

- [Overview](https://dreamer4.gitbook.io/dreamer4-docs/dreamer4-docs/overview.md): Dreamer 4 - Training Agents Inside Scalable World Models
- [Key Innovations](https://dreamer4.gitbook.io/dreamer4-docs/dreamer4-docs/key-innovations.md): Dreamer 4 introduces a series of architectural and methodological leaps that collectively enable high-fidelity world modeling and imagination-only learning.
- [Comparison to Dreamer V3](https://dreamer4.gitbook.io/dreamer4-docs/dreamer4-docs/comparison-to-dreamer-v3.md): Dreamer 4 extends Dreamer 3’s philosophy of domain-invariant learning into the offline imagination era, unifying perception, dynamics, and control within a single scalable framework.
- [Dreamer4 Token Launch](https://dreamer4.gitbook.io/dreamer4-docs/dreamer4-docs/dreamer4-token-launch.md): The Dreamer4 Token ($D4) is launching on Solana as a community initiative to help raise awareness and early support for the Dreamer4 project.
- [Implementation Notes](https://dreamer4.gitbook.io/dreamer4-docs/dreamer4-docs/implementation-notes.md): For researchers, Dreamer 4 serves as both an algorithmic template and an engineering benchmark for scalable offline RL via world modeling.
- [References](https://dreamer4.gitbook.io/dreamer4-docs/dreamer4-docs/references.md)
- [World Model Design](https://dreamer4.gitbook.io/dreamer4-docs/technical-architecture/world-model-design.md): The Dreamer 4 world model predicts the next state, reward, and continuation flag conditioned on action history.
- [Actor–Critic Framework](https://dreamer4.gitbook.io/dreamer4-docs/technical-architecture/actor-critic-framework.md)
- [Shortcut Forcing](https://dreamer4.gitbook.io/dreamer4-docs/technical-architecture/shortcut-forcing.md)
- [Requirements](https://dreamer4.gitbook.io/dreamer4-docs/system-requirements/requirements.md)
- [Configuration Files](https://dreamer4.gitbook.io/dreamer4-docs/configuration-files.md)


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