Research trail of honest bridges in AI alignment: pre-registered toy experiments + field ownership. Current: a type-blind arbiter holding population equilibrium against reward-hacking under hard optimization

Convert multivariate time series into evolutionary games; fit replicator dynamics and test for ESS (ts2eg).

Python-based evolutionary market simulation using yfinance data, historical S&P 500 membership, and replicator dynamics to compare algorithmic trading strategies against passive SPY buy-and-hold.

A lightweight Python library for Game Theory and Multi-Agent Reinforcement Learning (MARL) visualizations.

Seminar materials on replicator dynamics, MWU, and their evolutionary motivation.

Empirical Validation of ROM Consent-Friction Dynamics — code companion to ROM (DAI-2503) and AoC (DAI-2601)

Fast solving of Bayesian matrix games with replicator dynamics

Agent-based market simulation with Rust core (PyO3 bindings), replicator dynamics, and population simplex phase analysis