Evogage is an AI-powered text optimization platform designed to enhance website content. Utilizing advanced reinforcement learning algorithms, it continually learns and adapts to optimize text for better engagement metrics and conversion rates. The platform is user-friendly, enabling businesses to effortlessly improve their online presence and achieve their growth goals.

This repository provides a complete suite of multi-agent reinforcement learning algorithms—including MADDPG, DDPG, PPO, and more—integrated with standard benchmarks like the Multi-Agent Particle Environment and OpenAI Gym. It features customizable environment wrappers, configurable training scripts, real-time logging, and performance evaluation metrics. Users can easily extend algorithms, adapt to custom tasks, and compare policies across cooperative and adversarial settings with minimal setup.