Road Map

A road map for the LEIA software project.

1. Finish refactoring TreeModel
2. Add a rudimentary active component
3. Add a policy module based on counterfactual models
4. Add swing user interface for system configuration
5. Add TreeModelCycles or TokenAbstraction
6. Improve active component to OptimizeMarkovPolicy
7. Add higher layers that model state transitions of lower layers
8. Add chatbot environment (maybe "environment proxy" or "environment interface" would be a better term)

Interesting side lines

These issues are not on the road map, but could be worked on independently:

• Investigation of alternatives for MDL optimization of finite distributions
• Use multi-threading to decouple these processes:
  • Updating the model of observed behavior
  • Updating the model of expected behavior
  • Evaluate candidate policies
• Construction of layered interactive environments, e.g.,
  • RS232 + chat
  • MIDI wire protocol + "virtual jam session" (A Jazz variant of the Turing test)

Visit the LEIA project page on GitHub for project details.