Jump to Content

v0.0

Guides

Overview

Welcome to the Thousand Brains Project Documentation!
Vision of the Thousand Brains Project
Architecture Overview
Application Criteria & Current Capabilities
Benchmark Experiments
- Results from Alternative Implementations
FAQ - Thousand Brains Project
Glossary
Further Reading

How to Use Monty

Getting Started
Code Base Structure
Running Benchmarks
Logging and Analysis
Customizing Monty
Tutorials
Common Issues (And how to Fix Them)

How Monty Works

Implementation Overview
Experiment
Model
Environment & Agent
Observations, Transforms & Sensor Modules
Policy
How Learning Modules Work
Learning Module Outputs
Evidence Based Learning Module
- Evidence as a Similarity Measure
Connecting LMs into a Heterarchy
FAQ - Monty
Open Questions

Contributing

Why Contribute?
Ways to Contribute
Documentation
Contributing Tutorials
Comment on Issues
Request For Comments (RFC)
Pull Requests
Ways to Contribute to Code
- Identify an issue to work on
Style Guide
Guides for Maintainers
- Triage

Community

Code of Conduct
Governance
Our Licence and Patent Pledge Explained
TBP Based Papers
Project Showcase

Future Work

Project Roadmap
Sensor Module Improvements
- Extract Better Features
- Detect Local and Global Flow
Learning Module Improvements
Motor System Improvements
Voting Improvements
CMP & Hierarchy Improvements
Environment Improvements
Framework Improvements
OSS/Communication Improvements
- Organize & Start Podcast Series
- Make More Condensed Videos About the Project & Monty

Powered by

Top-Down Exploration Policy

Actively move to points on the object that are badly represented in the model.

Updated 24 days ago