Repo

The main implementation work happens inside nash-mtl-adapt/.

Repository map

• nash-mtl-adapt/: implementation subproject with weighting methods, experiments, tests, and the current replicator_nashmtl prototype
• imgs/: figures and high-signal notes used to summarize the toy validation story
• bg/: background papers and explanation material for the project writeup
• meta/: planning notes, rubric material, and progress logs
• outputs/: saved toy outputs and diagnostic artifacts

Where to start

If you want the code first:

• nash-mtl-adapt/methods/weight_methods.py
• nash-mtl-adapt/tests/test_replicator_nashmtl.py
• nash-mtl-adapt/experiments/toy/trainer.py

If you want the project framing first:

• README.md
• nash-mtl-adapt/README.md

Quick start

cd nash-mtl-adapt
pip install -e .

Run the current toy integration:

cd nash-mtl-adapt/experiments/toy
python trainer.py --method replicator_nashmtl --log-weights true --replicator-lr 0.01

Current status

The repository is in an active prototype stage.

• the core replicator_nashmtl method exists
• toy-level integration is available
• focused tests and logging hooks are in place
• broader experiment integration and benchmark polishing are still ongoing