7.2.2 Future
At the moment, the plan is to get to a fully-functioning Monod Culture
prototype as soon as possible, while making sure that an acceptable
architecture is laid out. Severe inefficiencies are tolerated in
order to get to this state faster. The following Monod framework
milestones are currently planned:
- v0.1: A single Monod Cell running a hand-coded genome that
successfully performs arithmetic computations.
- v0.3: A Monod Culture is able to do polynomial symbolic regression
with noisy input.
- v0.5: A Monod Culture able to co-evolve a single cell genome that
successfully performs arithmetic operations on binary strings along
with the gradual evolution of the environment by providing
increasingly long strings.
- v0.8: A Monod Culture able to *learn* a given BNF grammar through
co-evolution of a multi-cell genome in a priming environment of
examples and counter-examples, and to probabilistically assess the
validity of prompted strings.
- v1.0: Code and architecture cleanup, documentation up-to-date, etc.
- v2.0: One pass through the whole TODO file, which contains many
postponed improvements to the program.
In parallel with these implementation milestones, many experiments are
planned using the Monod framework. We do not list those here.