Tycho
Game-playing agent that builds programmatic world models for active abstraction and skill learning
About
Tycho is a research coding-agent system that autonomously constructs game-specific world models during interaction by formalizing environments as parameterized state machines. Unlike reactive agents, it builds programmatic models to enable active abstraction and hierarchical skill acquisition, demonstrating how agents can learn structured representations of their environments. This approach bridges symbolic reasoning with reinforcement learning for game-playing scenarios.
Details
| Type | coding-agent |
| Deployment | self-hosted |
| Supported Models |
Tags
Quick Info
- Organization
- Research Team
- Pricing
- open-source
- Free Tier
- Yes
- Updated
- Aug 2, 2026
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