replicator-dynamics

Autonomous Agent Evolutionary Stable Strategy (ESS) & Replicator Dynamics Population ODE Solver

Autonomous Agent Evolutionary Stable Strategy (ESS) & Replicator Dynamics Population ODE Solver

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

The forge, distilled: an ontology of three weeks of alignment research — every direction tried, colored verified / falsified / open, each color backed by a named artifact. Products: justitia, proxylimen, fallacy-cutter. Full tree at tag forge-full-tree.

Learn and simulate game theory in the browser: Nash solver, strategy tournaments, spatial grids and evolutionary dynamics.

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

CPU-first experiments on predictive correspondences between adaptive dynamical systems

From GNN fundamentals to solving an NP-hard problem: message passing, over-smoothing, and Maximum Clique with a GNN + Replicator Dynamics hybrid

Deployment-layer selection in evolutionary AI-race dynamics: closed-form liability thresholds, bistability and hysteresis

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

Fast solving of Bayesian matrix games with replicator dynamics

Delegation cascades in an evolutionary AI race: specification erosion, per-layer liability attribution, and depth as a liability shelter

Das wiederholte Gefangenendilemma: zehn Strategien im Rundenturnier, Rauschen, Evolution - und die Einladungsschwelle gemessen gegen ihre Herleitung

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

Agent identity as a forgeable greenbeard in an evolutionary AI race: certification buys robustness not safety, and pays with an entry barrier that cannot be removed

Python code for plotting evolutionary game phase portraits and analyzing replicator dynamics

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.

Code, data, and figures for 'Error correction accelerates multi-target adaptation under compatible constraints'. Shows that copying error correction helps a population reach and settle more peaks on a rugged fitness landscape, not only reach one faster.